From 182a92bfcd5cf948d3dbe7f7dfd50ff8ae8cddd6 Mon Sep 17 00:00:00 2001 From: Amir Feizpour Date: Fri, 31 Jul 2026 21:37:06 -0400 Subject: [PATCH 1/2] Remove all demos except software_modeler and blueprint_parser_creator Trims maintenance surface to the two demos we actively support; drops the now-obsolete blog_writer dependabot config entry. Co-Authored-By: Claude Sonnet 5 --- .github/dependabot.yml | 11 -- demo/blog_writer/.env.sample | 6 - demo/blog_writer/Output/.gitkeep | 0 demo/blog_writer/Output/blueprint_sample.json | 24 --- demo/blog_writer/README.md | 5 - demo/blog_writer/Transcripts/.gitkeep | 0 demo/blog_writer/actions.py | 63 ------- demo/blog_writer/agent_config.yml | 58 ------ demo/blog_writer/main.py | 145 --------------- demo/blog_writer/outliner.py | 170 ----------------- demo/blog_writer/requirements.txt | 9 - demo/github_linear_mcp_integration/README.md | 73 -------- demo/github_linear_mcp_integration/main.py | 59 ------ .../pr_analyzer_agent.py | 140 -------------- demo/multi-agents/README.md | 22 --- demo/multi-agents/actions.py | 174 ------------------ demo/multi-agents/interviewer.py | 73 -------- demo/multi-agents/main.py | 69 ------- demo/multi-agents/prompts.py | 81 -------- demo/multi-agents/researcher.py | 65 ------- demo/multi-agents/sm.drawio.png | Bin 36199 -> 0 bytes demo/pdf_question_answering/actions.py | 64 ------- demo/pdf_question_answering/agent_config.yml | 33 ---- demo/pdf_question_answering/main.py | 44 ----- demo/pdf_question_answering/paper.pdf | Bin 556309 -> 0 bytes demo/pdf_question_answering/requirements.txt | 3 - demo/question_answering/qa_config.yaml | 44 ----- demo/question_answering/qa_demo.py | 23 --- demo/state_based_question_answering/README.md | 39 ---- .../state_based_question_answering/actions.py | 42 ----- demo/state_based_question_answering/main.py | 47 ----- demo/state_based_question_answering/states.py | 113 ------------ 32 files changed, 1699 deletions(-) delete mode 100644 demo/blog_writer/.env.sample delete mode 100644 demo/blog_writer/Output/.gitkeep delete mode 100644 demo/blog_writer/Output/blueprint_sample.json delete mode 100644 demo/blog_writer/README.md delete mode 100644 demo/blog_writer/Transcripts/.gitkeep delete mode 100644 demo/blog_writer/actions.py delete mode 100644 demo/blog_writer/agent_config.yml delete mode 100644 demo/blog_writer/main.py delete mode 100644 demo/blog_writer/outliner.py delete mode 100644 demo/blog_writer/requirements.txt delete mode 100644 demo/github_linear_mcp_integration/README.md delete mode 100644 demo/github_linear_mcp_integration/main.py delete mode 100644 demo/github_linear_mcp_integration/pr_analyzer_agent.py delete mode 100644 demo/multi-agents/README.md delete mode 100644 demo/multi-agents/actions.py delete mode 100644 demo/multi-agents/interviewer.py delete mode 100644 demo/multi-agents/main.py delete mode 100644 demo/multi-agents/prompts.py delete mode 100644 demo/multi-agents/researcher.py delete mode 100644 demo/multi-agents/sm.drawio.png delete mode 100644 demo/pdf_question_answering/actions.py delete mode 100644 demo/pdf_question_answering/agent_config.yml delete mode 100644 demo/pdf_question_answering/main.py delete mode 100644 demo/pdf_question_answering/paper.pdf delete mode 100644 demo/pdf_question_answering/requirements.txt delete mode 100644 demo/question_answering/qa_config.yaml delete mode 100644 demo/question_answering/qa_demo.py delete mode 100644 demo/state_based_question_answering/README.md delete mode 100644 demo/state_based_question_answering/actions.py delete mode 100644 demo/state_based_question_answering/main.py delete mode 100644 demo/state_based_question_answering/states.py diff --git a/.github/dependabot.yml b/.github/dependabot.yml index de98752ad..b9f3777aa 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -38,17 +38,6 @@ updates: patterns: - "*" - - package-ecosystem: "pip" - directory: "/demo/blog_writer" - schedule: - interval: "weekly" - open-pull-requests-limit: 5 - groups: - security-updates: - applies-to: security-updates - patterns: - - "*" - - package-ecosystem: "github-actions" directory: "/" schedule: diff --git a/demo/blog_writer/.env.sample b/demo/blog_writer/.env.sample deleted file mode 100644 index 3fb32146d..000000000 --- a/demo/blog_writer/.env.sample +++ /dev/null @@ -1,6 +0,0 @@ -# Enter your OpenAI API key and Serper API key immediately after the equals sign without spaces or enclosing quotation marks. -OPENAI_API_KEY= -SERPER_API_KEY= - -# Uncomment the line below to enable debugging logs. -# LOG_LEVEL=DEBUG diff --git a/demo/blog_writer/Output/.gitkeep b/demo/blog_writer/Output/.gitkeep deleted file mode 100644 index e69de29bb..000000000 diff --git a/demo/blog_writer/Output/blueprint_sample.json b/demo/blog_writer/Output/blueprint_sample.json deleted file mode 100644 index ed4eff7b7..000000000 --- a/demo/blog_writer/Output/blueprint_sample.json +++ /dev/null @@ -1,24 +0,0 @@ - -{ - "Thesis Statement": "Effective blog writing in the tech industry requires a focus on cutting-edge technology and user engagement.", - "Supporting Arguments": [ - { - "Argument": "Highlighting the latest tech developments attracts a tech-savvy audience.", - "Evidence": [ - "Articles featuring the latest in AI and machine learning see a 50% increase in engagement." - ] - }, - { - "Argument": "Interactive content like quizzes and tech challenges keeps readers engaged.", - "Evidence": [ - "Readers spend 30% more time on pages with interactive elements." - ] - }, - { - "Argument": "Integrating user-generated content builds community and loyalty.", - "Evidence": [ - "Blogs featuring guest posts from industry experts have a higher repeat visit rate." - ] - } - ] -} diff --git a/demo/blog_writer/README.md b/demo/blog_writer/README.md deleted file mode 100644 index 75379efdc..000000000 --- a/demo/blog_writer/README.md +++ /dev/null @@ -1,5 +0,0 @@ -# Blog Writer Project -This community project aims to utilize Sherpa as a library (`sherpa_ai`) as well as direct LLM calls (to the OpenAI API) with LangChain to construct a blog post from the raw -transcript of a lecture or presenttaion. - -Please refer to [this How-to Guide](https://github.com/Aggregate-Intellect/sherpa/tree/main/docs/How_To/Tutorials/blog_writer.rst) for further details. diff --git a/demo/blog_writer/Transcripts/.gitkeep b/demo/blog_writer/Transcripts/.gitkeep deleted file mode 100644 index e69de29bb..000000000 diff --git a/demo/blog_writer/actions.py b/demo/blog_writer/actions.py deleted file mode 100644 index 65588aaf0..000000000 --- a/demo/blog_writer/actions.py +++ /dev/null @@ -1,63 +0,0 @@ -from langchain_community.document_loaders import PDFMinerLoader -from langchain_text_splitters import SentenceTransformersTokenTextSplitter -from loguru import logger - -from sherpa_ai.actions.base import BaseAction - - -class DocumentSearch(BaseAction): - def __init__(self, filename, embedding_function, k=4): - # file name of the pdf - self.filename = filename - # the embedding function to use - self.embedding_function = embedding_function - # number of results to return in search - self.k = k - - # load the pdf and create the vector store - try: - from langchain_chroma import Chroma - except ImportError: - raise ImportError( - "Could not import langchain_chroma python package. " - "This is needed in order to use DocumentSearch. " - "Please install it with `pip install langchain-chroma`" - ) - self.chroma = Chroma(embedding_function=embedding_function) - documents = PDFMinerLoader(self.filename).load() - documents = SentenceTransformersTokenTextSplitter( - chunk_overlap=0).split_documents(documents) - - logger.info(f"Adding {len(documents)} documents to the vector store") - self.chroma.add_documents(documents) - logger.info("Finished adding documents to the vector store") - - def execute(self, query): - """ - Execute the action by searching the document store for the query - - Args: - query (str): The query to search for - - Returns: - str: The search results combined into a single string - """ - - results = self.chroma.search(query, search_type="mmr", k=self.k) - return "\n\n".join([result.page_content for result in results]) - - @property - def name(self) -> str: - """ - The name of the action, used to describe the action to the agent. - """ - return "DocumentSearch" - - @property - def args(self) -> dict: - """ - The arguments that the action takes, used to describe the action to the agent. - """ - return { - "query": "string" - } diff --git a/demo/blog_writer/agent_config.yml b/demo/blog_writer/agent_config.yml deleted file mode 100644 index 4eb55ced6..000000000 --- a/demo/blog_writer/agent_config.yml +++ /dev/null @@ -1,58 +0,0 @@ -shared_memory: - _target_: sherpa_ai.memory.shared_memory.SharedMemory # The absolute path to the share memory class in the library - objective: Answer the question # Objective for the agent, since this is a question answering agent, the objective is to answer questions - -agent_config: # For the demo, default configuration is used. You can change the configuration as per your requirement - _target_: sherpa_ai.config.task_config.AgentConfig - - -llm: # Configuration for the llm, here we are using the OpenAI GPT-3.5-turbo model - _target_: langchain_community.chat_models.ChatOpenAI - model_name: gpt-3.5-turbo - temperature: 0 - -embedding_func: - _target_: langchain_community.embeddings.SentenceTransformerEmbeddings - model_name: sentence-transformers/all-mpnet-base-v2 - -doc_search: - _target_: actions.DocumentSearch - filename: Transcripts/transcript.pdf - embedding_function: ${embedding_func} - k: 4 - -google_search: - _target_: sherpa_ai.actions.GoogleSearch - role_description: Act as a question answering agent - task: Question answering - llm: ${llm} - config: ${agent_config} - -citation_validation: # The tool used to validate and add citation to the answer - _target_: sherpa_ai.output_parsers.citation_validation.CitationValidation - sequence_threshold: 0.6 - jaccard_threshold: 0.6 - token_overlap: 0.6 - -qa_agent: - _target_: sherpa_ai.agents.qa_agent.QAAgent - llm: ${llm} - shared_memory: ${shared_memory} - name: QA Sherpa - description: You are a technical writing assistant that helps users write articles. For each prompt, use Google Search to find detailed information that supports and expands on the prompt. - agent_config: ${agent_config} - num_runs: 1 - validation_steps: 1 - actions: - - ${google_search} - - ${doc_search} - validations: - - ${citation_validation} - -#configurations for the user agent to bring human in the loop -user: - _target_: sherpa_ai.agents.user.UserAgent - shared_memory: ${shared_memory} - name: Human Expert - description: Review the paragraph provided by qa agent. - user_id: 1 diff --git a/demo/blog_writer/main.py b/demo/blog_writer/main.py deleted file mode 100644 index c59f1ac0d..000000000 --- a/demo/blog_writer/main.py +++ /dev/null @@ -1,145 +0,0 @@ -import json -import os - -from argparse import ArgumentParser -from hydra.utils import instantiate -from omegaconf import OmegaConf -from outliner import Outliner -from sherpa_ai.agents import QAAgent, UserAgent -from sherpa_ai.events import EventType - -#create Output folder -directory_name = "Output" -if not os.path.exists(directory_name): - os.mkdir(directory_name) - print(f"Directory '{directory_name}' created successfully.") -else: - print(f"Directory '{directory_name}' already exists.") - -def get_qa_agent_from_config_file( - config_path: str, -) -> QAAgent: - """ - Create a QAAgent from a config file. - - Args: - config_path: Path to the config file - - Returns: - QAAgent: A QAAgent instance - """ - - config = OmegaConf.load(config_path) - - agent_config = instantiate(config.agent_config) - qa_agent: QAAgent = instantiate(config.qa_agent, agent_config=agent_config) - - return qa_agent - - -def get_user_agent_from_config_file( - config_path: str, -) -> UserAgent: - """ - Create a UserAgent from a config file. - - Args: - config_path: Path to the config file - - Returns: - UserAgent: A UserAgent instance - """ - - config = OmegaConf.load(config_path) - - user: UserAgent = instantiate(config.user) - - return user - - -if __name__ == "__main__": - parser = ArgumentParser() - parser.add_argument("--config", type=str, default="agent_config.yaml") - parser.add_argument("--transcript", type=str, default="transcript.txt") - parser.add_argument("--blueprint", type=str, help="Optional JSON blueprint file to use") - args = parser.parse_args() - - base_name = os.path.splitext(os.path.basename(args.transcript))[0] - json_output_path = f"Output/blueprint_{base_name}.json" - md_output_path = f"Output/blog_{base_name}.md" - - if args.blueprint: - blueprint_full_path = os.path.join("Output", args.blueprint) - if os.path.isfile(blueprint_full_path): - with open(blueprint_full_path, 'r') as file: - pure_json_str = file.read() - print(f"Using existing blueprint from {blueprint_full_path}") - else: - print(f"No blueprint found at {blueprint_full_path}, creating a new blueprint.") - # Assume outliner creates a new blueprint if not found - outliner = Outliner(args.transcript) - blueprint = outliner.full_transcript2outline_json(verbose=True) - if blueprint.startswith("```"): - lines = blueprint.split("\n")[1:-1] - pure_json_str = "\n".join(lines) - else: - pure_json_str = blueprint - with open(json_output_path, "w", encoding="utf-8") as f: - f.write(pure_json_str) - print(f"Blueprint generated and saved to {json_output_path}") - else: - # If no blueprint file is specified, proceed with creating a new one - outliner = Outliner(args.transcript) - blueprint = outliner.full_transcript2outline_json(verbose=True) - if blueprint.startswith("```"): - lines = blueprint.split("\n")[1:-1] - pure_json_str = "\n".join(lines) - else: - pure_json_str = blueprint - with open(json_output_path, "w", encoding="utf-8") as f: - f.write(pure_json_str) - print(f"Blueprint generated and saved to {json_output_path}") - - writer_agent = get_qa_agent_from_config_file(args.config) - reviewer_agent = get_user_agent_from_config_file(args.config) - parsed_json = json.loads(pure_json_str) - - blog = "" - thesis = parsed_json.get("Thesis Statement", "") - blog += f"# Introduction\n{thesis}\n" - arguments = parsed_json.get("Supporting Arguments", []) - for argument in arguments: - blog += f"## {argument['Argument']}\n" - evidences = argument.get("Evidence", []) - for evidence in evidences: - writer_agent.shared_memory.add(EventType.task, "human", evidence) - result = writer_agent.run() - - reviewer_input = ( - "\n" - "Please review the paragraph generated below. " - "Type 'yes', 'y' or simply press Enter if everything looks good. " - "Else provide feedback on how you would like the paragraph changed." - "\n\n" + result - ) - reviewer_agent.shared_memory.add(EventType.task, "human", reviewer_input) - - decision = reviewer_agent.run() - decision_event = reviewer_agent.shared_memory.get_by_type(EventType.result) - decision_content = decision_event[-1].content - - if decision_content == []: - break - # - if decision_content.lower() in ["yes", "y", ""]: - pass - else: - writer_agent.shared_memory.add(EventType.task, "human", decision_content) - result = writer_agent.run() - - blog += f"{result}\n" - - with open(md_output_path, "w", encoding="utf-8") as f: - f.write(blog) - - print("\nBlog generated successfully!\n") diff --git a/demo/blog_writer/outliner.py b/demo/blog_writer/outliner.py deleted file mode 100644 index 35544a136..000000000 --- a/demo/blog_writer/outliner.py +++ /dev/null @@ -1,170 +0,0 @@ -import os -import time - -import tiktoken -from langchain_community.chat_models import ChatOpenAI -from langchain_core.prompts import (ChatPromptTemplate, - HumanMessagePromptTemplate, - SystemMessagePromptTemplate) -from langchain_text_splitters import MarkdownTextSplitter - - -class Outliner: - def __init__(self, input_filename=None) -> None: - script_dir = os.path.dirname(os.path.abspath(__file__)) - default_folder_path = os.path.join(script_dir, 'Transcripts') - folder_path = default_folder_path - - transcript_files = [f for f in os.listdir( - folder_path) if f.endswith('.txt')] - - if not transcript_files: - raise ValueError("No transcript files found in the folder.") - - if input_filename: - if input_filename in transcript_files: - transcript_file_path = os.path.join( - folder_path, input_filename) - else: - raise FileNotFoundError(f"The specified file { - input_filename} does not exist in the Transcripts folder.") - else: - transcript_file_path = os.path.join( - folder_path, transcript_files[0]) - - print(f"Using transcript file: {transcript_file_path}") - - with open(transcript_file_path, "r", encoding="utf-8") as f: - self.raw_transcript = f.read() - - self.chat = ChatOpenAI( - openai_api_key=os.environ.get("OPENAI_API_KEY"), - temperature=0, - model="gpt-3.5-turbo", - ) - - def num_tokens_from_string( - self, string: str, encoding_name="cl100k_base" - ) -> int: - """Returns the number of tokens in a text string.""" - encoding = tiktoken.get_encoding(encoding_name) - num_tokens = len(encoding.encode(string)) - return num_tokens - - def transcript_splitter(self, chunk_size=3000, chunk_overlap=200): - markdown_splitter = MarkdownTextSplitter( - chunk_size=chunk_size, chunk_overlap=chunk_overlap - ) - transcript_chunks = markdown_splitter.create_documents( - [self.raw_transcript] - ) - return transcript_chunks - - def transcript2insights(self, transcript): - system_template = "You are a helpful assistant that summarizes transcripts of podcasts or lectures." - system_prompt = SystemMessagePromptTemplate.from_template( - system_template - ) - human_template = """From this chunk of a presentation transcript, extract a short list of key insights. \ - Skip explaining what you're doing, labeling the insights and writing conclusion paragraphs. \ - The insights have to be phrased as statements of facts with no references to the presentation or the transcript. \ - Statements have to be full sentences and in terms of words and phrases as close as possible to those used in the transcript. \ - Keep as much detail as possible. The transcript of the presentation is delimited in triple backticks. - - Desired output format: - - [Key insight #1] - - [Key insight #2] - - [...] - - Transcript: - ```{transcript}```""" - human_prompt = HumanMessagePromptTemplate.from_template(human_template) - chat_prompt = ChatPromptTemplate.from_messages( - [system_prompt, human_prompt] - ) - - result = self.chat( - chat_prompt.format_prompt(transcript=transcript).to_messages() - ) - - return result.content - - def create_essay_insights(self, transcript_chunks, verbose=True): - response = "" - for i, text in enumerate(transcript_chunks): - insights = self.transcript2insights(text.page_content) - response = "\n".join([response, insights]) - if verbose: - print( - f"\nInsights extracted from chunk { - i+1}/{len(transcript_chunks)}:\n{insights}" - ) - return response - - def create_blueprint(self, statements, verbose=True): - system_template = """You are a helpful AI blogger who writes essays on technical topics.""" - system_prompt = SystemMessagePromptTemplate.from_template( - system_template - ) - - human_template = """Organize the following list of statements (delimited in triple backticks) to create the outline \ - for a blog post in JSON format. The highest level is the most plausible statement as the overarching thesis \ - statement of the post, the next layers are statements providing supporting arguments for the thesis statement. \ - The last layer are pieces of evidence for each of the supporting arguments, directly quoted from the provided \ - list of statements. Use as many of the provided statements as possible. Keep their wording as is without paraphrasing them. \ - Retain as many technical details as possible. The thesis statement, supporting arguments, and evidences must be \ - full sentences containing claims. Label each layer with the appropriate level title and create the desired JSON output format below. \ - Only output the JSON and skip explaining what you're doing: - - Desired output format: - {{ - "Thesis Statement": "...", - "Supporting Arguments": [ - {{ - "Argument": "...", - "Evidence": [ - "...", "...", "...", ... - ] - }}, - {{ - "Argument": "...", - "Evidence": [ - "...", "...", "...", ... - ] - }}, - ... - ] - }} - - Statements: - ```{statements}```""" - human_prompt = HumanMessagePromptTemplate.from_template(human_template) - chat_prompt = ChatPromptTemplate.from_messages( - [system_prompt, human_prompt] - ) - - outline = self.chat( - chat_prompt.format_prompt(statements=statements).to_messages() - ) - - if verbose: - print(f"\nEssay outline: {outline.content}\n") - return outline.content - - # @timer_decorator - def full_transcript2outline_json(self, verbose=True): - print("\nChunking transcript...") - transcript_docs = self.transcript_splitter() - t1 = time.time() - print("\nExtracting key insights...") - essay_insights = self.create_essay_insights(transcript_docs, verbose) - t2 = time.time() - t1 - print("\nCreating essay outline...") - t1 = time.time() - blueprint = self.create_blueprint(essay_insights, verbose) - t3 = time.time() - t1 - if verbose: - print() - print(f"Extracted essay insights in {t2:.2f} seconds.") - print(f"Created essay blueprint in {t3:.2f} seconds.") - return blueprint diff --git a/demo/blog_writer/requirements.txt b/demo/blog_writer/requirements.txt deleted file mode 100644 index 9fd943daf..000000000 --- a/demo/blog_writer/requirements.txt +++ /dev/null @@ -1,9 +0,0 @@ -pdfminer.six -sentence-transformers -langchain==0.0.332 -langchain-chroma>=0.2.5 -python-dotenv>=1.0.0 -openai>=0.28.0 -tiktoken>=0.4.0 -hydra-core>=1.3.2 -sherpa-ai >= 0.2.1 diff --git a/demo/github_linear_mcp_integration/README.md b/demo/github_linear_mcp_integration/README.md deleted file mode 100644 index afccf402f..000000000 --- a/demo/github_linear_mcp_integration/README.md +++ /dev/null @@ -1,73 +0,0 @@ -# GitHub + Linear MCP Integration Demo - -This demo shows how to use Sherpa's general-purpose MCP agent to orchestrate workflows across GitHub and Linear using MCP servers. - -## Prerequisites -- Node.js (for MCP servers) -- A GitHub personal access token ([how to get one](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/managing-your-personal-access-tokens#creating-a-personal-access-token-classic)) - -## 1. Start the GitHub MCP Server - -You need to run the GitHub MCP server locally. The recommended way is to create a shell script for it: - -### Create a Shell Script for the GitHub MCP Server - -1. Create a file called `github-mcp-server.sh` (or any name you like): - - ```sh - touch github-mcp-server.sh - ``` - -2. Open the file and paste the following code: - - ```sh - GITHUB_PERSONAL_ACCESS_TOKEN= npx -y @modelcontextprotocol/server-github - ``` - - - Replace `` with your GitHub personal access token. - -3. Use the path to this `.sh` file in the demo configuration (see `server_args` in `main.py`). - -- The server will start and listen for stdio connections. - -## 2. Linear MCP Server Authorization - -The demo will automatically connect to the Linear MCP server via remote SSE. **The first time you run the demo, you will be prompted to authorize the Linear MCP server in your browser.** - -- Follow the instructions in the terminal to complete the OAuth flow for Linear. -- Subsequent runs will use the cached credentials. -- **To remove the authenticated linear mcp server and start over use**: - ```bash - rm -rf ~/.mcp-auth - ``` - -## 3. Prepare Your Repository and Pull Requests - -- **Linear Issue ID Pattern:** - - The demo expects your Linear issue IDs to follow the pattern `MCP-123` (e.g., `MCP-5`). - - If your Linear workspace uses a different prefix (e.g., `ABC-123`), **edit the pattern in `pr_analyzer_agent.py` in `extract_linear_id` function to match your workspace's issue ID format**. -- **Pull Request Requirements:** - - Make sure you have at least one pull request in your repository with a Linear issue ID in the title or description (e.g., `MCP-5: Add new feature`). - -## 4. Run the Demo - -From the project root, run: - -```sh -python demo/github_linear_mcp_integration/main.py -``` - -- **Repository Configuration:** - - Update the `owner` and `repo` variables in `main.py` to match your GitHub repository. -- Make sure to update the server path in `main.py` if your GitHub MCP server is in a different location. -- The demo will: - - Connect to both MCP servers - - List pull requests in the configured repo - - Analyze each PR with an LLM - - Post a comment to the corresponding Linear issue (if found) - -## 5. Configuration - -- You can change the repository and owner in the `main.py` file. -- The demo expects the GitHub MCP server path to be set in the script (see the `server_args` for the GitHub adapter). -- **Reminder:** If your Linear workspace uses a different issue prefix, update the pattern in `main.py` accordingly. \ No newline at end of file diff --git a/demo/github_linear_mcp_integration/main.py b/demo/github_linear_mcp_integration/main.py deleted file mode 100644 index c8ec13559..000000000 --- a/demo/github_linear_mcp_integration/main.py +++ /dev/null @@ -1,59 +0,0 @@ -import asyncio -import os -from argparse import ArgumentParser - -from dotenv import load_dotenv -from langchain_openai import ChatOpenAI - -from sherpa_ai.actions.sherpa_mcp_adapter import MCPServerToolsToSherpaActions -from pr_analyzer_agent import PRAnalyzerAgent - -async def main(): - load_dotenv() - parser = ArgumentParser() - parser.add_argument("--config", type=str, default="demo/github_linear_mcp_integration/config.yaml") - args = parser.parse_args() - - openai_api_key = os.getenv("OPENAI_API_KEY") - if not openai_api_key: - raise ValueError("OPENAI_API_KEY environment variable not set.") - - llm = ChatOpenAI( - model_name="gpt-4", temperature=0, api_key=openai_api_key - ) - - # Create GitHub MCP adapter action - github_adapter = MCPServerToolsToSherpaActions( - llm=llm, - server_command="bash", - server_args=["/Users/job/Desktop/mcp-servers/github-mcp-server.sh"], - ) - github_result = await github_adapter.execute_async() - github_actions = github_result.get("actions", []) - - # Create Linear MCP adapter action - linear_adapter = MCPServerToolsToSherpaActions( - llm=llm, - server_command="npx", - server_args=["-y", "mcp-remote", "https://mcp.linear.app/sse"], - env=os.environ, - ) - linear_result = await linear_adapter.execute_async() - linear_actions = linear_result.get("actions", []) - - # Combine all actions - all_actions = github_actions + linear_actions - - agent = PRAnalyzerAgent(llm=llm, actions=all_actions) - - # Run the PR analysis workflow using the agent - print("Running PR analysis and Linear commenting workflow...") - result = await agent.analyze_repository_prs(owner="Eyobyb", repo="scrape_Jsonify") - print(result) - - await github_adapter.close_async() - await linear_adapter.close_async() - -if __name__ == "__main__": - asyncio.run(main()) - \ No newline at end of file diff --git a/demo/github_linear_mcp_integration/pr_analyzer_agent.py b/demo/github_linear_mcp_integration/pr_analyzer_agent.py deleted file mode 100644 index b3880bc8b..000000000 --- a/demo/github_linear_mcp_integration/pr_analyzer_agent.py +++ /dev/null @@ -1,140 +0,0 @@ -import json -import re -from transitions.extensions.asyncio import AsyncMachine -from sherpa_ai.agents.base import BaseAgent -from sherpa_ai.memory import Belief -from sherpa_ai.memory.state_machine import SherpaStateMachine -from sherpa_ai.models.sherpa_base_chat_model import SherpaBaseChatModel -from sherpa_ai.actions.synthesize import SynthesizeOutput - -class PRAnalyzerAgent(BaseAgent): - """ - An agent specialized for analyzing GitHub pull requests and posting review comments to Linear issues using MCP server tools. - - This agent orchestrates the workflow of: - - Listing pull requests from a GitHub repository - - Fetching changed files for each PR - - Using an LLM to generate review comments - - Extracting Linear issue IDs from PRs - - Posting comments to the corresponding Linear issues - - Attributes: - name (str): The name of the agent. - description (str): Description of the agent's purpose and capabilities. - llm (BaseLanguageModel): The language model used by the agent and actions. - actions (List[AsyncBaseAction]): List of available MCP actions. - action_map (dict): Mapping from action name to action instance for fast lookup. - belief (Belief): The agent's internal state and knowledge. - state_machine (SherpaStateMachine): State machine for managing execution state. - - Example: - >>> agent = PRAnalyzerAgent(llm, actions) - >>> result = await agent.analyze_repository_prs(owner="repo_owner", repo="repo_name") - >>> print(result) - """ - name: str = "PR Analyzer Agent" - description: str = "An agent for analyzing GitHub PRs and posting comments to Linear via MCP tools." - - def __init__(self, llm: SherpaBaseChatModel, actions: list = [], **kwargs): - super().__init__(llm=llm, actions=actions, **kwargs) - if self.belief is None: - self.belief = Belief() - self.state_machine = SherpaStateMachine( - name="pr_analyzer_agent", - states=["start"], - initial="start", - sm_cls=AsyncMachine, - ) - self.llm = llm - for action in actions: - self.add_action(action) - self.action_map = {a.name: a for a in actions} - - def add_action(self, action): - self.state_machine.update_transition( - trigger=action.name, source="start", dest="start", action=action - ) - - def create_actions(self): - return self.actions - - def extract_linear_id(self, text: str): - if not text: - return None - patterns = [ - r"MCP-(\d+)", - r"\[MCP-(\d+)\]", - r"\(MCP-(\d+)\)", - r"MCP-(\d+):", - ] - for pattern in patterns: - match = re.search(pattern, text, re.IGNORECASE) - if match: - return f"MCP-{match.group(1)}" - return None - - async def analyze_repository_prs(self, owner: str, repo: str) -> str: - github_list_prs = self.action_map.get("list_pull_requests") - github_get_pr_files = self.action_map.get("get_pull_request_files") - linear_list_issues = self.action_map.get("list_issues") - linear_create_comment = self.action_map.get("create_comment") - - if not (github_list_prs and github_get_pr_files and linear_list_issues and linear_create_comment): - return "Error: Required MCP actions not found." - - # 1. List PRs - prs = await github_list_prs.execute(owner=owner, repo=repo) - if not isinstance(prs, list): - return f"Error: Unexpected PRs response: {prs}" - results = [] - for pr in prs: - pr_number = pr.get("number") - pr_title = pr.get("title", "") - pr_body = pr.get("body", "") - pr_url = pr.get("html_url", "") - # 2. Get changed files - files_content = await github_get_pr_files.execute(owner=owner, repo=repo, pull_number=pr_number) - if isinstance(files_content, list): - file_changes = [f.get("filename") for f in files_content] - else: - file_changes = files_content - # 3. Run LLM analysis - llm_prompt = f""" - You are a code reviewer analyzing a pull request. Generate a helpful comment for the Linear issue based on the PR information.\n\nPR Title: {pr_title}\nPR Description: {pr_body or 'No description provided'}\nChanged Files: {file_changes}\n{f'PR URL: {pr_url}' if pr_url else ''}\n\nPlease provide:\n1. A brief summary of what the PR does\n2. Key files changed and their purpose\n3. Any observations about the scope of changes\n4. Whether the PR seems to address the issue appropriately\n\nKeep the comment professional, constructive, and focused on the technical aspects.\n""" - llm_response = await self.llm.ainvoke(llm_prompt) - comment_body = llm_response.content - # 4. Extract Linear ID - linear_id = self.extract_linear_id(pr_title) or self.extract_linear_id(pr_body) - if not linear_id: - results.append(f"PR #{pr_number}: No Linear ID found.") - continue - # 5. Find Linear issue internal ID - issues = await linear_list_issues.execute() - target_issue = None - if isinstance(issues, list): - for issue in issues: - if issue.get("identifier") == linear_id: - target_issue = issue - break - if not target_issue: - results.append(f"PR #{pr_number}: Linear issue {linear_id} not found.") - continue - # 6. Post comment to Linear - comment_with_pr_ref = f"## PR Update: #{pr_number}\n\n{comment_body}\n\n---\n*This comment was automatically generated based on PR #{pr_number}*" - comment_result = await linear_create_comment.execute(issueId=target_issue.get("id"), body=comment_with_pr_ref) - results.append(f"PR #{pr_number}: Comment posted to Linear {linear_id}. Result: {comment_result}") - return "\n".join(results) - - def synthesize_output(self) -> str: - """Generate the final answer based on the agent's actions and belief state.""" - synthesize_action = SynthesizeOutput( - role_description=self.description, - llm=self.llm - ) - result = synthesize_action.execute( - self.belief.current_task.content if self.belief.current_task else "", - self.belief.get_context(self.llm.get_num_tokens) if self.llm else "", - self.belief.get_internal_history(self.llm.get_num_tokens) if self.llm else "", - ) - return result - \ No newline at end of file diff --git a/demo/multi-agents/README.md b/demo/multi-agents/README.md deleted file mode 100644 index 69fd7c967..000000000 --- a/demo/multi-agents/README.md +++ /dev/null @@ -1,22 +0,0 @@ -# Example on Multi-Agent Environment - -This is an example of how to use the multi-agent environment of `Sherpa` using the SharedMemory and Runtime. - -## Execution -To run the example, first create a `.env` file in the folder, then add the following environment variables: - -```bash -# For Google Search -SERPER_API_KEY= - -# For LLMs -OPENAI_API_KEY= -``` - -Then, run the following command: - -```bash -python main.py -``` - -To customize the LLMs used, change the `llms` in `main.py`. \ No newline at end of file diff --git a/demo/multi-agents/actions.py b/demo/multi-agents/actions.py deleted file mode 100644 index 1224fff9e..000000000 --- a/demo/multi-agents/actions.py +++ /dev/null @@ -1,174 +0,0 @@ -import re - -from langchain_core.language_models import BaseChatModel -from langchain_core.output_parsers import JsonOutputParser -from langchain_core.prompts import ChatPromptTemplate -from loguru import logger -from prompts import (FOLLOW_UP_PROMPT, SEARCH_PROMPT, SUMMARIZE_SEARCH_PROMPT, - SUMMARY_PROMPT) - -from sherpa_ai.actions.base import AsyncBaseAction -from sherpa_ai.memory import SharedMemory -from sherpa_ai.tools import SearchTool - - -def extract_json(text: str) -> dict: - """Extract JSON from a string.""" - try: - # Use regex to find the markdown JSON block - match = re.search(r"```json\s*(.*?)\s*```", text, re.DOTALL | re.MULTILINE) - if match: - json_str = match.group(1).strip() - # Parse the JSON string - return JsonOutputParser().parse(json_str) - except Exception as e: - logger.error(f"Error extracting JSON: {e}") - return {} - - -class SearchAction(AsyncBaseAction): - """An action that performs a search operation.""" - - tool: SearchTool = None - top_k: int = 10 - llm: BaseChatModel - shared_memory: SharedMemory - - def __init__(self, **kwargs): - """Initialize the SearchAction with a SearchTool.""" - super().__init__(**kwargs) - self.tool = SearchTool(top_k=self.top_k) - - async def execute(self, conversation_context): - """Execute the search action asynchronously.""" - # Simulate an asynchronous search operation - prompt_template = ChatPromptTemplate.from_messages( - [ - ("user", SEARCH_PROMPT), - ] - ) - - logger.info(prompt_template) - task = self.belief.get("task") - chain = prompt_template | self.llm - response_raw = await chain.ainvoke( - input={"task": task, "conversation_context": conversation_context} - ) - response = extract_json(response_raw.content) - query = response.get("query") - logger.info(f"Search query: {query}") - - resources = self.tool._run(query, return_resources=True) - - logger.info(resources) - await self.shared_memory.async_add( - event_type="search_results", - name="results", - content=resources, - ) - - -class QuestionAction(AsyncBaseAction): - """An action that asks a using follow-up questions.""" - - name: str = "QuestionAction" - usage: str = "An action that asks follow-up questions to the user." - shared_memory: SharedMemory - args: dict = {} - - llm: BaseChatModel - count: int = 0 - - async def get_search_summary(self, search_results: str): - """Generate a summary of the search results.""" - prompt_template = ChatPromptTemplate.from_messages( - [ - ("user", SUMMARIZE_SEARCH_PROMPT), - ] - ) - - chain = prompt_template | self.llm - response = await chain.ainvoke(input={"search_results": search_results}) - return response - - async def execute( - self, - ): - """Comes up with a follow-up question to the using using the context.""" - self.count += 1 - task = self.belief.get("task") - conversation_context = self.belief.get("conversation_context", "") - - search_events = self.belief.get_by_type("search_results") - if len(search_events) > 0: - # If there is a new observation, summarize it - search_results = search_events[-1].content - summary = await self.get_search_summary(search_results) - conversation_context += f"\n\n{summary}\n" - - prompt_template = ChatPromptTemplate.from_messages( - [ - ("user", FOLLOW_UP_PROMPT), - ] - ) - - logger.info(conversation_context) - - await self.shared_memory.async_add( - event_type="trigger", - name="perform_search", - args={ - "conversation_context": conversation_context, - }, - ) - - chain = prompt_template | self.llm - response_raw = await chain.ainvoke( - input={"task": task, "conversation_context": conversation_context} - ) - - logger.info(f"Response raw: {response_raw.content}") - response = extract_json(response_raw.content) - logger.info(f"Response parsed: {response}") - question = response.get("question") - - conversation_context += f"\n\n{question}\n" - - human_response = input(question) - conversation_context += f"\n\n{human_response}\n" - self.belief.set("conversation_context", conversation_context) - - return question, human_response - - def should_continue(self): - """Determine if the action should continue based on the count.""" - return self.count < 3 - - -class SummarizeAction(AsyncBaseAction): - """An action that summarizes information.""" - - name: str = "SummarizeAction" - usage: str = "An action that summarizes the conversation context." - args: dict = {} - - llm: BaseChatModel - - async def execute(self): - """Generate a summary based on the conversation context and task.""" - task = self.belief.get("task") - conversation_context = self.belief.get("conversation_context", "") - - prompt_template = ChatPromptTemplate.from_messages( - [ - ("user", SUMMARY_PROMPT), - ] - ) - - chain = prompt_template | self.llm - response = await chain.ainvoke( - input={"conversation_context": conversation_context, "task": task} - ) - self.belief.set("summary", response.content) - - return response diff --git a/demo/multi-agents/interviewer.py b/demo/multi-agents/interviewer.py deleted file mode 100644 index 9c251b4c4..000000000 --- a/demo/multi-agents/interviewer.py +++ /dev/null @@ -1,73 +0,0 @@ -from actions import QuestionAction, SummarizeAction -from langchain_core.language_models import BaseChatModel -from transitions.extensions import HierarchicalAsyncGraphMachine - -from sherpa_ai.agents import QAAgent -from sherpa_ai.memory import Belief, SharedMemory -from sherpa_ai.memory.state_machine import SherpaStateMachine - - -def get_actions(llm: BaseChatModel, belief: Belief, shared_memory: SharedMemory): - """Get the actions for the interviewer agent.""" - question_action = QuestionAction( - llm=llm, belief=belief, shared_memory=shared_memory - ) - summarize_action = SummarizeAction(llm=llm, belief=belief) - return { - "question": question_action, - "summarize": summarize_action, - "should_continue": question_action.should_continue, - } - - -def create_state_machine( - llm: BaseChatModel, belief: Belief, shared_memory: SharedMemory -): - states = ["Start", {"name": "Gathering", "tags": ["waiting"]}, "Finish"] - - transitions = [ - { - "trigger": "ask_question", - "source": "Start", - "dest": "Gathering", - "before": "question", - }, - { - "trigger": "ask_question", - "source": "Gathering", - "dest": "Gathering", - "before": "question", - "conditions": "should_continue", - }, - { - "trigger": "summarize", - "source": "Gathering", - "dest": "Finish", - "before": "summarize", - "unless": "should_continue", - }, - ] - initial = "Start" - - action_map = get_actions(llm, belief, shared_memory) - sm = SherpaStateMachine( - states=states, - transitions=transitions, - initial=initial, - action_map=action_map, - sm_cls=HierarchicalAsyncGraphMachine, - ) - - belief.state_machine = sm - - return belief - - -def get_interviewer_agent( - llm: BaseChatModel, shared_memory: SharedMemory, name: str = "Interviewer" -) -> QAAgent: - """Create an interviewer agent.""" - belief = Belief() - create_state_machine(llm, belief, shared_memory) - agent = QAAgent(name=name, belief=belief, llm=llm) - return agent diff --git a/demo/multi-agents/main.py b/demo/multi-agents/main.py deleted file mode 100644 index d8c7cccbe..000000000 --- a/demo/multi-agents/main.py +++ /dev/null @@ -1,69 +0,0 @@ -# import logging - -import dotenv -from interviewer import get_interviewer_agent -from langchain_openai import ChatOpenAI -from researcher import get_researcher_agent - -from sherpa_ai.events import build_event -from sherpa_ai.memory import SharedMemory -from sherpa_ai.runtime import ThreadedRuntime - -# logging.basicConfig(level=logging.DEBUG) -# logging.getLogger('pykka').setLevel(logging.INFO) -dotenv.load_dotenv() - -MAX_INTERACTIONS = 2 - - -def main(): - task = input("Enter the task: ") - shared_memory = SharedMemory(task) - llm = ChatOpenAI(model="gpt-4o-mini", temperature=0.0, max_tokens=1000) - llm2 = ChatOpenAI(model="gpt-4o-mini", temperature=0.0, max_tokens=1000) - - interviewer = get_interviewer_agent( - llm=llm, shared_memory=shared_memory, name="Interviewer" - ) - interviewer.belief.set("task", task) - researcher = get_researcher_agent( - llm=llm2, shared_memory=shared_memory, name="Researcher" - ) - researcher.belief.set("task", task) - - interviewer_runtime = ThreadedRuntime.start(agent=interviewer) - researcher_runtime = ThreadedRuntime.start(agent=researcher) - shared_memory.subscribe_event_type("trigger", researcher_runtime) - shared_memory.subscribe_event_type("search_results", interviewer_runtime) - - try: - execute_agents(researcher_runtime, interviewer_runtime) - summary = interviewer.belief.get("summary") - print(f"Final summary: {summary}") - finally: - interviewer_runtime.stop() - researcher_runtime.stop() - - -def execute_agents(researcher_runtime, interviewer_runtime): - """Execute the researcher and interviewer agents.""" - for _ in range(MAX_INTERACTIONS): - # Researcher agent performs a search - interviewer_runtime.ask(build_event("trigger", "ask_question"), block=False) - - # Wait for agents to finish - interviewer_ready = interviewer_runtime.proxy().wait() - researcher_ready = researcher_runtime.proxy().wait() - - interviewer_ready.get() - researcher_ready.get() - - # Summarize the findings - summary_future = interviewer_runtime.ask( - build_event("trigger", "summarize"), block=False - ) - summary_future.get() - - -if __name__ == "__main__": - main() diff --git a/demo/multi-agents/prompts.py b/demo/multi-agents/prompts.py deleted file mode 100644 index 17f08e4c3..000000000 --- a/demo/multi-agents/prompts.py +++ /dev/null @@ -1,81 +0,0 @@ -SEARCH_PROMPT = """You are an intelligent assistant that helps users progress toward their goals by analyzing conversations and create an appropriate search query. - -First, analyze the provided conversation context and the task: -- Briefly explain what has happened in the conversation so far. -- Identify what information is still needed or what clarification would help move the user closer to completing the task. - -Then, based on your analysis, generate a search query that will help the user find relevant information. Output this query as a JSON object matching the schema below. - -Conversation context: -{conversation_context} - -Task: -{task} - -Your response should be structured as follows: -1. **Explanation:** A concise explanation of your reasoning and what is missing. -2. **Query:** A JSON object using this schema: -```json -{{ - "query": "" -}} - -""" # noqa: E501 - -SUMMARIZE_SEARCH_PROMPT = """You are an intelligent assistant that helps users progress toward their goals by summarizing search results. Summarize the following search results in a concise and informative manner. Begin the response with "I researched the following information that may help you progress toward your goal:" - -Search results: -{search_results} - -""" # noqa: E501 - -FOLLOW_UP_PROMPT = """You are an intelligent assistant that helps users progress toward their goals by analyzing conversations and asking relevant follow-up questions. - -First, analyze the provided conversation context and the task: -- Briefly explain what has happened in the conversation so far. -- Identify what information is still needed or what clarification would help move the user closer to completing the task. - -Then, based on your analysis, generate a single, specific follow-up question that will help the user make progress. Output this question as a JSON object matching the schema below. -Make the questions diverse and relevant to the conversation context. - -Conversation context: -{conversation_context} - -Task: -{task} - -Your response should be structured as follows: -1. **Explanation:** A concise explanation of your reasoning and what is missing. -2. **Question:** A JSON object using this schema: -```json -{{ - "question": "" -}} -""" # noqa: E501 - - -SUMMARY_PROMPT = """You are an intelligent assistant tasked with generating a concise summary report based on the provided conversation context and task. - -Report the result as a proper blog article, do not simply summarize the conversation. The article should be informative and engaging, suitable for publication. - -Please analyze the information and produce a Markdown-formatted report with the following headers: - -## Problem - -## Current Workflow - -## Evaluation - -## Assumptions - -Instructions: -- Organize your summary under each header. -- Be concise, accurate, and relevant. -- Output only the Markdown report, without any additional explanation or commentary. - -Conversation context: -{conversation_context} - -Task: -{task} -""" # noqa: E501 diff --git a/demo/multi-agents/researcher.py b/demo/multi-agents/researcher.py deleted file mode 100644 index 52f6bccce..000000000 --- a/demo/multi-agents/researcher.py +++ /dev/null @@ -1,65 +0,0 @@ -from actions import SearchAction -from langchain_core.language_models import BaseChatModel -from transitions.extensions import HierarchicalAsyncGraphMachine - -from sherpa_ai.actions.base import BaseAction -from sherpa_ai.agents.qa_agent import QAAgent -from sherpa_ai.memory.belief import Belief -from sherpa_ai.memory.shared_memory import SharedMemory -from sherpa_ai.memory.state_machine import SherpaStateMachine - - -def get_actions( - llm: BaseChatModel, belief: Belief, shared_memory: SharedMemory -) -> dict[str, BaseAction]: - """Get the actions for the researcher agent.""" - search_action = SearchAction( - belief=belief, - shared_memory=shared_memory, - llm=llm, - name="search", - args={"conversation_context": "Conversation context for search"}, - usage="An action that performs a search operation.", - ) - return { - "search": search_action, - } - - -def create_state_machine( - llm: BaseChatModel, belief: Belief, shared_memory: SharedMemory -): - """Create a state machine for the researcher agent.""" - states = [{"name": "Searching", "tags": ["waiting"]}] - - transitions = [ - { - "trigger": "perform_search", - "source": "Searching", - "dest": "Searching", - "before": "search", - }, - ] - initial = "Searching" - - action_map = get_actions(llm, belief, shared_memory) - sm = SherpaStateMachine( - states=states, - transitions=transitions, - initial=initial, - action_map=action_map, - sm_cls=HierarchicalAsyncGraphMachine, - ) - - belief.state_machine = sm - - return belief - - -def get_researcher_agent( - llm: BaseChatModel, shared_memory: SharedMemory, name: str = "Researcher" -) -> QAAgent: - belief = Belief() - """Get the researcher agent with its state machine and actions.""" - belief = create_state_machine(llm, belief, shared_memory) - return QAAgent(name=name, belief=belief, llm=llm, num_runs=1) diff --git a/demo/multi-agents/sm.drawio.png b/demo/multi-agents/sm.drawio.png deleted file mode 100644 index 00e3a00f7050a5aa9e8781b38a6f3b6eea092cd9..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 36199 zcmeFZ2Ut{FvNqfV1q?`N1tm(51|?_7(oGglPRFVYA0wM|s zk|bx9C^<=ne>LG8XU=>x=iYDb%-rw!&%-11?zPvhy{cB#TW{4m0jkQfr%zls0f9hH 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BaseAction - - -class DocumentSearch(BaseAction): - model_config = ConfigDict(arbitrary_types_allowed=True) - # file name of the pdf - filename: str - # the embedding function to use - embedding_function: Embeddings - # number of results to return in search - k: int - # the variables start with _ will not included in the __init__ - _chroma: Any - # Override name and args properties from BaseAction - # The name of the action, used to describe the action to the agent. - name: str = "DocumentSearch" - # The arguments that the action takes, used to describe the action to the agent. - args: dict = {"query": "string"} - # Description of action. Used semantically to determine when the action should be chosen by the agent - usage: str = "Search the document store based on a query" - - def __init__(self, **kwargs): - # initialize attributes using Pydantic BaseModel - super().__init__(**kwargs) - - # load the pdf and create the vector store - try: - from langchain_chroma import Chroma - except ImportError: - raise ImportError( - "Could not import langchain_chroma python package. " - "This is needed in order to use DocumentSearch. " - "Please install it with `pip install langchain-chroma`" - ) - self._chroma = Chroma(embedding_function=self.embedding_function) - documents = PDFMinerLoader(self.filename).load() - documents = SentenceTransformersTokenTextSplitter( - chunk_overlap=0 - ).split_documents(documents) - - logger.info(f"Adding {len(documents)} documents to the vector store") - self._chroma.add_documents(documents) - logger.info("Finished adding documents to the vector store") - - def execute(self, query): - """ - Execute the action by searching the document store for the query - - Args: - query (str): The query to search for - - Returns: - str: The search results combined into a single string - """ - - results = self._chroma.search(query, search_type="mmr", k=self.k) - return "\n\n".join([result.page_content for result in results]) \ No newline at end of file diff --git a/demo/pdf_question_answering/agent_config.yml b/demo/pdf_question_answering/agent_config.yml deleted file mode 100644 index a2b152ed9..000000000 --- a/demo/pdf_question_answering/agent_config.yml +++ /dev/null @@ -1,33 +0,0 @@ -shared_memory: - _target_: sherpa_ai.memory.shared_memory.SharedMemory # The absolute path to the share memory class in the library - objective: Answer the question # Objective for the agent, since this is a question answering agent, the objective is to answer questions - -agent_config: # For the demo, default configuration is used. You can change the configuration as per your requirement - _target_: sherpa_ai.config.task_config.AgentConfig - - -llm: # Configuration for the llm, here we are using the OpenAI GPT-3.5-turbo model - _target_: langchain.chat_models.ChatOpenAI - model_name: gpt-3.5-turbo - temperature: 0 - -embedding_func: - _target_: langchain.embeddings.SentenceTransformerEmbeddings - model_name: sentence-transformers/all-mpnet-base-v2 - -doc_search: - _target_: actions.DocumentSearch - filename: paper.pdf - embedding_function: ${embedding_func} - k: 4 - -qa_agent: - _target_: sherpa_ai.agents.qa_agent.QAAgent - llm: ${llm} - shared_memory: ${shared_memory} - name: QA Sherpa - description: You are a question answering assistant helping users to find answers to their questions. Based on the input question, you will provide the answer from the text ONLY. - agent_config: ${agent_config} - num_runs: 1 - actions: - - ${doc_search} \ No newline at end of file diff --git a/demo/pdf_question_answering/main.py b/demo/pdf_question_answering/main.py deleted file mode 100644 index 952c96dae..000000000 --- a/demo/pdf_question_answering/main.py +++ /dev/null @@ -1,44 +0,0 @@ -from argparse import ArgumentParser - -from hydra.utils import instantiate -from omegaconf import OmegaConf - -from sherpa_ai.agents import QAAgent -from sherpa_ai.events import EventType - - -def get_qa_agent_from_config_file( - config_path: str, -) -> QAAgent: - """ - Create a QAAgent from a config file. - - Args: - config_path: Path to the config file - - Returns: - QAAgent: A QAAgent instance - """ - - config = OmegaConf.load(config_path) - - agent_config = instantiate(config.agent_config) - qa_agent: QAAgent = instantiate(config.qa_agent, agent_config=agent_config) - - return qa_agent - -if __name__ == "__main__": - parser = ArgumentParser() - parser.add_argument("--config", type=str, default="agent_config.yml") - args = parser.parse_args() - - qa_agent = get_qa_agent_from_config_file(args.config) - - while True: - question = input("Ask me a question: ") - - # Add the question to the shared memory. 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a/demo/pdf_question_answering/requirements.txt b/demo/pdf_question_answering/requirements.txt deleted file mode 100644 index 5b27b1b46..000000000 --- a/demo/pdf_question_answering/requirements.txt +++ /dev/null @@ -1,3 +0,0 @@ -hydra-core>=1.3.2 -omegaconf>=2.3.0 -sherpa-ai diff --git a/demo/question_answering/qa_config.yaml b/demo/question_answering/qa_config.yaml deleted file mode 100644 index 0012a738a..000000000 --- a/demo/question_answering/qa_config.yaml +++ /dev/null @@ -1,44 +0,0 @@ -# This is the configuration file for the question answering agent. It follows the same syntax as the YAML used for Hydra. -# You can read more about Hydra configuration here: https://hydra.cc/docs/intro/ -# The most basic config is the qa_agent. the _target_ key is used to specify the class that will be used to create the agent instance. -# For attributes that can be used for the agent, you can refer the API documentation. - -shared_memory: - _target_: sherpa_ai.memory.shared_memory.SharedMemory # The absolute path to the share memory class in the library - objective: Answer the question # Objective for the agent, since this is a question answering agent, the objective is to answer questions - -llm: # Configuration for the llm, here we are using the OpenAI GPT-3.5-turbo model - _target_: langchain_community.chat_models.ChatOpenAI - model_name: gpt-3.5-turbo - temperature: 0 - -agent_config: # For the demo, default configuration is used. You can change the configuration as per your requirement - _target_: sherpa_ai.config.task_config.AgentConfig - -citation_validation: # The tool used to validate and add citation to the answer - _target_: sherpa_ai.output_parsers.citation_validation.CitationValidation - sequence_threshold: 0.5 - jaccard_threshold: 0.5 - token_overlap: 0.5 - -google_search: - _target_: sherpa_ai.actions.GoogleSearch - role_description: Act as a question answering agent - task: Question answering - llm: ${llm} - include_metadata: true - config: ${agent_config} - -qa_agent: - _target_: sherpa_ai.agents.qa_agent.QAAgent - llm: ${llm} - shared_memory: ${shared_memory} - name: QA Sherpa - description: You are a research for natural language processing question for answers to questions. Do not answering any question not related to NLP - agent_config: ${agent_config} - num_runs: 1 - validation_steps: 1 - actions: - - ${google_search} - validations: - - ${citation_validation} diff --git a/demo/question_answering/qa_demo.py b/demo/question_answering/qa_demo.py deleted file mode 100644 index a0ba76c18..000000000 --- a/demo/question_answering/qa_demo.py +++ /dev/null @@ -1,23 +0,0 @@ -from argparse import ArgumentParser - -from langchain_core.messages import HumanMessage -from slackapp.utils import get_qa_agent_from_config_file - -import sherpa_ai.config as cfg -from sherpa_ai.events import EventType - -if __name__ == "__main__": - parser = ArgumentParser() - parser.add_argument("--config", type=str, default="qa_config.yaml") - args = parser.parse_args() - - qa_agent = get_qa_agent_from_config_file(args.config) - - while True: - question = input("Ask me a question: ") - - # Add the question to the shared memory. By default, the agent will take the last - # message in the shared memory as the task. - qa_agent.shared_memory.add(EventType.task, "human", question) - result = qa_agent.run() - print(result) diff --git a/demo/state_based_question_answering/README.md b/demo/state_based_question_answering/README.md deleted file mode 100644 index cbea84469..000000000 --- a/demo/state_based_question_answering/README.md +++ /dev/null @@ -1,39 +0,0 @@ -## State-based Question Answering - -In this demo, we show case the ability of Sherpa to integrate state management and dictionary-based actions to answer questions and identify relations in different entities mentioned during the conversation. - -### State Machine -The state machine of the question answering action is shown below: - -```mermaid -stateDiagram - Waiting: Waiting [do - waiting for questions] - [*] --> Waiting - Waiting --> AnswerQuestion: start question answering - AnswerQuestion --> Clarification: start clarification - Clarification --> Clarification: clarify question - Clarification --> Clarification: update belief - Clarification --> Clarification: retrieve belief - Clarification --> AnswerQuestion: finish clarification - AnswerQuestion --> Waiting: answer question -``` - -### Structure -* actions.py: actions used in the demo -* main.py: main file to run the demo -* states.py: states used in the demo - -### Running the Demo -To run the demo, execute the following command in the terminal: - -First, go to the demo folder: -```bash -cd demo/state_based_question_answering -``` - -Then, run the demo: -```bash -python main.py -``` - -Then you can start ask questions to the agent. diff --git a/demo/state_based_question_answering/actions.py b/demo/state_based_question_answering/actions.py deleted file mode 100644 index 3c8c1c7f7..000000000 --- a/demo/state_based_question_answering/actions.py +++ /dev/null @@ -1,42 +0,0 @@ - -from sherpa_ai.actions.base import BaseAction -from sherpa_ai.events import Event, EventType -from sherpa_ai.memory.belief import Belief - - -class UserHelp(BaseAction): - """ - Ask the user for clarification on a question. - """ - args: dict = {"question": "str"} - - def execute(self, question: str) -> str: - clarification = input(question) - - return clarification - - -class Respond(BaseAction): - """ - Respond to the user with a message. - """ - args: dict = {"response": "str"} - - def execute(self, response: str) -> str: - print(response) - - return "success" - - -class StartQuestion(BaseAction): - """ - Waiting the user to ask a question. - """ - belief: Belief - args: dict = {} - - def execute(self) -> str: - question = input() - self.belief.set_current_task(question) - - return "success" diff --git a/demo/state_based_question_answering/main.py b/demo/state_based_question_answering/main.py deleted file mode 100644 index e211be848..000000000 --- a/demo/state_based_question_answering/main.py +++ /dev/null @@ -1,47 +0,0 @@ -from states import add_qa_sm - -from sherpa_ai.agents.qa_agent import QAAgent -from sherpa_ai.events import Event, EventType -from sherpa_ai.memory.belief import Belief -from sherpa_ai.models import SherpaChatOpenAI -from sherpa_ai.policies.react_policy import ReactPolicy - -role_description = """You are a helpful agent help user to perform their task. - -Your task is to choose from available actions and execute them to help with user's task. - -ask clarification if needed. - -If you make any assumptions, make sure to clarify them with the user. - -You want the response to be concise yet informative and keep the conversation engaging. - -Store any relevant clarification into the belief and use it to answer the question if necessary. - -Never Ask question repetitively. Never make random assumption -""" - - -def main(): - belief = Belief() - llm = SherpaChatOpenAI(model_name="gpt-4o-mini", temperature=0.7) - - policy = ReactPolicy( - role_description=role_description, - output_instruction="Determine which action and arguments would be the best continuing the task", - llm=llm, - ) - belief = add_qa_sm(belief) - belief.max_tokens = 100 - belief.set_current_task("Answer the question") - - # belief.state_machine.enter_state("Waiting") - qa_agent = QAAgent(llm=llm, belief=belief, num_runs=100, policy=policy) - - belief.state_machine.start() - while True: - qa_agent.run() - - -if __name__ == "__main__": - main() diff --git a/demo/state_based_question_answering/states.py b/demo/state_based_question_answering/states.py deleted file mode 100644 index d9d3c4b66..000000000 --- a/demo/state_based_question_answering/states.py +++ /dev/null @@ -1,113 +0,0 @@ -from actions import Respond, StartQuestion, UserHelp -from transitions.extensions import GraphMachine, HierarchicalGraphMachine - -from sherpa_ai.actions.base import BaseAction -from sherpa_ai.actions.belief_actions import RetrieveBelief, UpdateBelief -from sherpa_ai.memory.belief import Belief -from sherpa_ai.memory.state_machine import SherpaStateMachine - - -def get_actions(belief: Belief) -> dict[str, BaseAction]: - start_question = StartQuestion( - name="start_question", - usage="Start the question answering process", - belief=belief, - ) - - clarify_question = UserHelp( - name="clarify_question", - usage="Ask questions to clarify the intention of user", - belief=belief, - ) - answer_question = Respond( - name="answer_question", - usage="Answer the user's question based on the current context", - belief=belief, - ) - - update_belief = UpdateBelief(belief=belief) - - retrieve_belief = RetrieveBelief(belief=belief) - - actions = [ - start_question, - clarify_question, - answer_question, - update_belief, - retrieve_belief, - ] - - return {action.name: action for action in actions} - - -def add_qa_sm(belief: Belief) -> Belief: - # Hierarchical version of the state machine - states = [ - "Start", - {"name": "Waiting", "on_enter": "start_question"}, - { - "name": "QA", - "children": ["Thinking", "Clarification", "Clarified"], - "initial": "Thinking", - }, - ] - initial = "Start" - - transitions = [ - { - "trigger": "start", - "source": "Start", - "dest": "Waiting", - }, - {"trigger": "Start_question_answering", "source": "Waiting", "dest": "QA"}, - { - "trigger": "Ask_for_clarification", - "source": "QA_Thinking", - "dest": "QA_Clarification", - }, - { - "trigger": "Ask_for_clarification", - "source": "QA_Clarification", - "dest": "QA_Clarified", - "before": "clarify_question", - }, - { - "trigger": "Update_belief", - "source": "QA_Clarified", - "dest": "QA_Clarification", - "before": "update_belief", - }, - { - "trigger": "Retrieve_belief", - "source": "QA", - "dest": "QA", - "before": "retrieve_belief", - }, - { - "trigger": "Finish_clarification", - "source": "QA_Clarification", - "dest": "QA_Thinking", - }, - { - "trigger": "Answer_question", - "source": "QA_Thinking", - "dest": "Waiting", - "before": "answer_question", - }, - ] - - action_map = get_actions(belief) - - sm = SherpaStateMachine( - states=states, - transitions=transitions, - initial=initial, - action_map=action_map, - sm_cls=HierarchicalGraphMachine, - ) - - print(sm.sm.get_graph().draw(None)) - - belief.state_machine = sm - - return belief From c0d275c8ce4b64f665cb7256965894c68f97266e Mon Sep 17 00:00:00 2001 From: Amir Feizpour Date: Fri, 31 Jul 2026 21:42:00 -0400 Subject: [PATCH 2/2] Clean up docs references to removed demos Drops the blog_writer tutorial and fixes dead links/examples in other tutorials that pointed at the deleted demo folders. Co-Authored-By: Claude Sonnet 5 --- docs/How_To/Tutorials/blog_writer.rst | 159 -------------------- docs/How_To/Tutorials/multi_agent.rst | 5 +- docs/How_To/Tutorials/search_refinement.rst | 6 +- docs/How_To/Tutorials/state_management.rst | 7 +- docs/How_To/tutorials.rst | 1 - docs/index.rst | 6 +- docs/llms.txt | 1 - 7 files changed, 9 insertions(+), 176 deletions(-) delete mode 100644 docs/How_To/Tutorials/blog_writer.rst diff --git a/docs/How_To/Tutorials/blog_writer.rst b/docs/How_To/Tutorials/blog_writer.rst deleted file mode 100644 index deb16f5b7..000000000 --- a/docs/How_To/Tutorials/blog_writer.rst +++ /dev/null @@ -1,159 +0,0 @@ -Create a Blog Writer with Sherpa -================================ - -In this tutorial we will create a simple blog writer using Sherpa. The -blog writer will be able to read the transcript of a presentation, -create an outline for a blog post, and then write the blog post section -by section using a “Writer” agent that can gather information about the -topic of the section from the web by performing a Google Search and/or -from the transcript itself by performing a Document Search. - -Overview --------- - -The two main Python files are: - -1. ``main.py``: This file instantiates -and configures a Sherpa agent with access to various “actions” (wrappers -for “tools”) such as Google search (with citation validation) and -document search (for retrieving relevant context from the transcript). -The agent takes statements that comprise “evidence” for claims to be -made in the blog post and extends and expands them into paragraphs. -These pieces of “evidence” are part of the blog outline generated by the -second component. - -2. ``ouliner.py``: This file houses the Outliner -component which performs the following: - -* Preprocessing (chunking) the document. This is necessary due to GPT-3.5’s - context window limit of 4096 tokens. - -* Analyzing the transcript. This consists of two steps: First, a short list of - “key insights” is extracted from each chunk. In the next step, these lists are - concatenated together and a blog post “blueprint” (analogous to an “essay - outline”) is synthesized from the list of all key insights. This blueprint can - be thought of as a tree with three levels of depth: - - 1. Thesis Statement: A single statement that forms the core message of the - blog post (essentially a topic and a claim made about the topic). - - 2. Supporting Arguments: A list of statements - that support the Thesis Statement at a high level. - - 3. Evidence: Lists of - statements that provide factual evidence for the Supporting Argument - under which they appear. The blueprint is output as a JSON string. - -How to Install --------------- - -Step 1. Install Python 3.9 using your preferred installation method. - -Step 2. Create a folder for storing the blog writer code and -input/output files: - -.. code:: bash - - cd - mkdir sherpa_blog_writer - cd sherpa_blog_writer - -Step 3. You may wish to create a virtual environment to isolate the -Python libraries used for this tutorial from your other Python code. -This step is optional but highly recommended. An example of this (using -``venv``) would be: - -.. code:: bash - - python -m venv bwvenv - source bwvenv/bin/activate - -Step 4. Install the Sherpa library using ``pip``. - -.. code:: bash - - pip install sherpa_ai - -Step 5. Download all files from -(https://github.com/Aggregate-Intellect/sherpa/tree/main/demo/blog_writer) -into this directory. - -Step 6. Install additional requiremetns with -``pip``. - -.. code:: bash - - pip install -r requirements.txt - -Step 7. Rename the file ``.env.sample`` to ``.env``. Then open it in -your favourite text editor and add your OpenAI and Serper API keys. - -Step 8. Source the environment variables from the ``.env`` file with -``direnv`` if you use it, or alternatively using: - -.. code:: bash - - export $(grep -v '^#' .env | xargs) - -How to Use ----------- - -Step 1. Currently the blog writer needs the transcript in both ``.txt`` -*and* in ``.pdf`` formats. So the first step is to ensure you have both -files and copy them under the ``Transcripts`` subdirectory. Most text -editors will have an “Export to PDF” feature. Alternatively, you can -“print” the file as a PDF. Name the files ``projectname.txt`` and -``transcript.pdf``. - -Step 2. To create a custom blueprint for your blog writing strategy, -you can either manually populate a provided JSON template by defining a -thesis statement, articulating key arguments, and listing supportive evidence, -or opt for automation using a blueprint generator tool that crafts the blueprint -based on input parameters such as topic and target audience. This should be -put in the /Output folder. Once created, you can review and adjust the content -to align with your specific needs. For those preferring flexibility, existing -blueprints can be modified by editing the thesis, arguments, or evidence, and -changes are saved to either local storage or cloud services. After you've created -a blueprin, specify your blueprint using the --blueprint argument followed by the -path to your JSON file or the identifier of the automated blueprint, ensuring -your blog strategy is both structured and adaptable to future changes. - -An example of the blueprint is available in the output folder as a placeholder. -Please edit or delete this if you prefer the blueprint to be auto-generated before step 3 - -Step 3. Run: - -.. code:: bash - - python main.py --config agent_config.yml --transcript projectname.txt --blueprint blueprint_projectname.json - -The blog writer will output verbose feedback to the console as it works -through the transcript files. The blueprint will be saved as ``blueprint_transcript.json`` -if there isn't one that exists, and you don't specify a file and -the final output (blog post) as ``blog_transcript.md`` in the ``Output`` folder. - -* In the first step, key insights are extracted from each chunk and output to - the console. - -* Next, the blueprint for the post is generated and the resulting JSON is output - to the console and simultaneously saved as a file named ``blueprint.json`` in - the current directory. - -* Finally, the blog post is generated from the outline. This step is - interactive. For each "evidence" encountered, the Writer agent generates a - paragraph and asks the user for feedback. The user can accept the paragraph as - is (by typing "yes", "y" or pressing Enter) or provide feedback to the Writer - to modify or rewrite the paragraph. The final blog post is saved as the file - ``blog.md`` in the current directory. - -Revisions and Added Features ----------------------------- - -.. list-table:: - :widths: 20 80 - :header-rows: 1 - - * - Date - - Description - * - 22-May-2024 - - Added Human in the Loop (User Agent) diff --git a/docs/How_To/Tutorials/multi_agent.rst b/docs/How_To/Tutorials/multi_agent.rst index 6a83711bb..d90eada89 100644 --- a/docs/How_To/Tutorials/multi_agent.rst +++ b/docs/How_To/Tutorials/multi_agent.rst @@ -120,7 +120,4 @@ Finally, you can wait for an agent to finish anything it is currently processing .. code-block:: python # Wait for agent1 to finish processing all current events - agent1_runtime.proxy().wait() - - -A complete example of multi-agent communication using shared memory can be found at `demo folder `_ \ No newline at end of file + agent1_runtime.proxy().wait() \ No newline at end of file diff --git a/docs/How_To/Tutorials/search_refinement.rst b/docs/How_To/Tutorials/search_refinement.rst index 16babc0a4..7b11d5ffc 100644 --- a/docs/How_To/Tutorials/search_refinement.rst +++ b/docs/How_To/Tutorials/search_refinement.rst @@ -44,9 +44,9 @@ Now, run the agent and ask a question that will trigger the Google search action .. code-block:: bash - (sherpa) (yourenv) yourlaptop sherpa % cd demo - (sherpa) (yourenv) yourlaptop demo % cd pdf_question_answering - (sherpa) (yourenv) yourlaptop pdf_question_answering % python main.py + (sherpa) (yourenv) yourlaptop sherpa % cd demo + (sherpa) (yourenv) yourlaptop demo % cd blueprint_parser_creator + (sherpa) (yourenv) yourlaptop blueprint_parser_creator % python main.py Ask me a question: why global warming is happening 2024-09-02 00:23:16.881 | INFO | sherpa_ai.agents.base:run:76 - Action selected: action={ "name": "Google Search", diff --git a/docs/How_To/Tutorials/state_management.rst b/docs/How_To/Tutorials/state_management.rst index 00b6982b2..0c24e496f 100644 --- a/docs/How_To/Tutorials/state_management.rst +++ b/docs/How_To/Tutorials/state_management.rst @@ -19,8 +19,7 @@ agents. Context ------- -Recall that in the `question answering -demo `__, +Recall that with a simple question answering agent, we used Sherpa to create a simple agent that can answer user’s questions. However, in this simple example, the agent will try to answer the question even if the the question contains vague or unspecified @@ -149,9 +148,7 @@ enforced this order explicitly by adding a new state: Implementation -------------- -Now, let’s implement an agent on this state machine using Sherpa. Full -code for this example is available -`here `__. +Now, let’s implement an agent on this state machine using Sherpa. In ``actions.py``, we defined some actions that are useful to happen during transitions from one state to another. With the help of diff --git a/docs/How_To/tutorials.rst b/docs/How_To/tutorials.rst index 6b62b9e89..52385c5c2 100644 --- a/docs/How_To/tutorials.rst +++ b/docs/How_To/tutorials.rst @@ -6,7 +6,6 @@ The tutorials are a hands-on way for software developers to learn about Sherpa's :maxdepth: 1 :numbered: - Tutorials/blog_writer Tutorials/document_reader Tutorials/add_citation Tutorials/search_refinement diff --git a/docs/index.rst b/docs/index.rst index be6c0f175..78725d37c 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -49,9 +49,9 @@ Learn The :doc:`tutorials` -are a hands-on way for software developers to learn about Sherpa's capabilities. -For example, see -:doc:`How to Create a Blog Writer with Sherpa`. +are a hands-on way for software developers to learn about Sherpa's capabilities. +For example, see +:doc:`How to Create a Blueprint Parser with Sherpa`. We also run regular **community events** that cover Sherpa and language model advancements: diff --git a/docs/llms.txt b/docs/llms.txt index 6ff271742..3a83fff5b 100644 --- a/docs/llms.txt +++ b/docs/llms.txt @@ -10,7 +10,6 @@ ## Tutorials -- [Blog Writer](https://docs.ai.science/en/latest/How_To/Tutorials/blog_writer.html): Build a multi-agent blog writer that reads transcripts, creates outlines, and writes posts using web and document search - [Document Reader](https://docs.ai.science/en/latest/How_To/Tutorials/document_reader.html): Build an agent that reads and answers questions from PDF documents - [Add Citations](https://docs.ai.science/en/latest/How_To/Tutorials/add_citation.html): Add citation validation to Sherpa agents - [Multi-Agent Systems](https://docs.ai.science/en/latest/How_To/Tutorials/multi_agent.html): Build systems with multiple collaborating agents