From b6ca3095f435a46d1aea4d3c3146affacff24b72 Mon Sep 17 00:00:00 2001 From: Parker Faucher <40288355+parkerfoshay@users.noreply.github.com> Date: Wed, 12 Nov 2025 16:03:17 -0700 Subject: [PATCH] added example from the RAG skill --- RAG-with-MongoDB-Skill/README.md | 163 ++++++++++++++++++ RAG-with-MongoDB-Skill/key_param.py | 3 + RAG-with-MongoDB-Skill/load_data.py | 54 ++++++ RAG-with-MongoDB-Skill/rag.py | 62 +++++++ RAG-with-MongoDB-Skill/requirements.txt | 8 + .../sample_files/mongodb.pdf | Bin 0 -> 170005 bytes 6 files changed, 290 insertions(+) create mode 100644 RAG-with-MongoDB-Skill/README.md create mode 100644 RAG-with-MongoDB-Skill/key_param.py create mode 100644 RAG-with-MongoDB-Skill/load_data.py create mode 100644 RAG-with-MongoDB-Skill/rag.py create mode 100644 RAG-with-MongoDB-Skill/requirements.txt create mode 100644 RAG-with-MongoDB-Skill/sample_files/mongodb.pdf diff --git a/RAG-with-MongoDB-Skill/README.md b/RAG-with-MongoDB-Skill/README.md new file mode 100644 index 0000000..f5a690c --- /dev/null +++ b/RAG-with-MongoDB-Skill/README.md @@ -0,0 +1,163 @@ +# RAG with MongoDB Skill + +Learn how to build a Retrieval-Augmented Generation (RAG) system using MongoDB Atlas Vector Search, LangChain, and OpenAI! This example demonstrates creating an intelligent question-answering system that can provide accurate responses based on your document content. + +## What This Demo Does + +📚 **Answer questions from your documents**: Ask questions about your PDF content and get intelligent responses +🔍 **Semantic document retrieval**: Finds relevant document chunks using AI-powered similarity search +⚡ **Fast vector search**: Uses MongoDB's optimized vector search capabilities for quick retrieval +🤖 **AI-powered responses**: Combines retrieved context with OpenAI's GPT-4 for accurate answers + +## What You'll Need + +Before getting started, make sure you have: + +- ✅ **MongoDB Atlas Cluster** with connection string +- ✅ **OpenAI API Key** for GPT-4 and metadata generation +- ✅ **Voyage AI API Key** (free tier available) +- ✅ **Python 3.8+** installed on your machine + +## Step-by-Step Setup + +### Step 1: Set Up Your Python Environment + +Create an isolated environment for this project: + +**Windows:** +```bash +python -m venv venv +venv\Scripts\activate +``` + +**macOS/Linux:** +```bash +python -m venv venv +source venv/bin/activate +``` + +### Step 2: Install Required Packages + +```bash +pip install -r requirements.txt +``` + +### Step 3: Configure Your API Keys + +Open the `key_param.py` file and add your credentials: + +```python +LLM_API_KEY="your_openai_api_key_here" +VOYAGE_API_KEY="your_voyage_api_key_here" +MONGODB_URI="your_mongodb_connection_string_here" +``` + +💡 **Getting your keys:** +- **MongoDB URI**: Copy from your Atlas cluster's "Connect" button +- **OpenAI API Key**: Get from [openai.com](https://platform.openai.com) +- **Voyage API Key**: Sign up at [voyageai.com](https://voyageai.com) for a free API key + +## How to Use + +### 1. Load Your Data + +First, run the data loading script to process your PDF and store embeddings: + +```bash +python load_data.py +``` + +⏱️ **Note**: This process may take a couple of minutes as it generates embeddings and metadata for each document chunk. + +This will: +- 📄 **Load and clean** your PDF document +- ✂️ **Split text** into manageable chunks (500 chars with 150 overlap) +- 🏷️ **Generate metadata** using OpenAI (title, keywords, hasCode) +- 🧠 **Create embeddings** using Voyage AI's voyage-3-large model +- 💾 **Store everything** in MongoDB Atlas with vector search capabilities + +### 2. Create Vector Search Index + +After your data is loaded, create a vector search index in your Atlas cluster's **Search & Vector Search** tab (On the left sidebar): + +**Database:** `book_mongodb_chunks` +**Collection:** `chunked_data` +**Index Name:** `vector_index` + +**Index Definition:** + +```json +{ + "fields": [ + { + "numDimensions": 1024, + "path": "embedding", + "similarity": "dotProduct", + "type": "vector" + }, + { + "path": "hasCode", + "type": "filter" + } + ] +} +``` + +⚠️ **Important**: Wait for the index to finish building before proceeding. You can check the index status in the Atlas UI - it should show as "Ready" before you can run queries. + +### 3. Ask Questions + +Run the RAG system to start asking questions: + +```bash +python rag.py +``` + +### 4. Customize Your Queries + +Edit the query in `rag.py` to ask different questions: + +```python +print(query_data("What is the difference between a collection and database in MongoDB?")) +# Try other questions like: +# "How do I create an index in MongoDB?" +# "What are the benefits of using MongoDB Atlas?" +# "Explain MongoDB's aggregation pipeline" +``` + +### 5. View Results + +The system will output intelligent answers based on your document content with: +- 💭 **Contextual answers** generated from relevant document sections +- 🎯 **Source-grounded responses** that don't hallucinate beyond your content +- ⚡ **Fast retrieval** using vector similarity search + +## Example Output + +``` +Query: "What is the difference between a collection and database in MongoDB?" + +Answer: Based on the provided context, a database in MongoDB is a container that holds collections, while a collection is a grouping of MongoDB documents. Think of a database as a filing cabinet and collections as the folders within that cabinet that organize related documents together. +``` + +## How It Works + +1. **Document Processing**: Your PDF gets chunked into smaller pieces with metadata extraction +2. **Vector Embedding**: Each chunk gets converted to a high-dimensional vector using Voyage AI +3. **Semantic Search**: When you ask a question, it finds the most relevant chunks using vector similarity +4. **Context Assembly**: Top matching chunks get combined into context for the AI +5. **Answer Generation**: OpenAI GPT-4 generates answers based only on the retrieved context + +## Troubleshooting + +**🚫 "No vector index found"**: Make sure your Atlas vector search index is created and active +**🔑 "Authentication failed"**: Verify your API keys in `key_param.py` +**📦 "Module not found"**: Ensure you activated your virtual environment +**📄 "File not found"**: Check that your PDF is in the `sample_files` directory + +## Learn More + +- 📚 [MongoDB Atlas Vector Search Documentation](https://docs.atlas.mongodb.com/atlas-vector-search/) +- 🎓 [Earn the Vector Search Fundamentals Badge](https://learn.mongodb.com/courses/vector-search-fundamentals) +- 🎓 [Earn the RAG with MongoDB Badge](https://learn.mongodb.com/courses/rag-with-mongodb) +- 🤖 [Voyage AI](https://voyageai.com/) \ No newline at end of file diff --git a/RAG-with-MongoDB-Skill/key_param.py b/RAG-with-MongoDB-Skill/key_param.py new file mode 100644 index 0000000..4b069ba --- /dev/null +++ b/RAG-with-MongoDB-Skill/key_param.py @@ -0,0 +1,3 @@ +LLM_API_KEY="your_openai_api_key_here" +VOYAGE_API_KEY="your_voyage_api_key_here" +MONGODB_URI="your_mongodb_connection_string_here" \ No newline at end of file diff --git a/RAG-with-MongoDB-Skill/load_data.py b/RAG-with-MongoDB-Skill/load_data.py new file mode 100644 index 0000000..3290c26 --- /dev/null +++ b/RAG-with-MongoDB-Skill/load_data.py @@ -0,0 +1,54 @@ +from pymongo import MongoClient +from langchain_openai import ChatOpenAI +from langchain_voyageai import VoyageAIEmbeddings +from langchain_community.vectorstores import MongoDBAtlasVectorSearch +from langchain_community.document_loaders import PyPDFLoader +from langchain.text_splitter import RecursiveCharacterTextSplitter +from langchain_community.document_transformers.openai_functions import ( + create_metadata_tagger, +) + +import key_param + +# Set the MongoDB URI, DB, Collection Names + +client = MongoClient(key_param.MONGODB_URI) +dbName = "book_mongodb_chunks" +collectionName = "chunked_data" +collection = client[dbName][collectionName] + +loader = PyPDFLoader(".\sample_files\mongodb.pdf") +pages = loader.load() +cleaned_pages = [] + +for page in pages: + if len(page.page_content.split(" ")) > 20: + cleaned_pages.append(page) + +text_splitter = RecursiveCharacterTextSplitter(chunk_size=500, chunk_overlap=150) + +schema = { + "properties": { + "title": {"type": "string"}, + "keywords": {"type": "array", "items": {"type": "string"}}, + "hasCode": {"type": "boolean"}, + }, + "required": ["title", "keywords", "hasCode"], +} + +llm = ChatOpenAI( + openai_api_key=key_param.LLM_API_KEY, temperature=0, model="gpt-4" +) + +document_transformer = create_metadata_tagger(metadata_schema=schema, llm=llm) + +docs = document_transformer.transform_documents(cleaned_pages) + +split_docs = text_splitter.split_documents(docs) + +embeddings = VoyageAIEmbeddings(voyage_api_key=key_param.VOYAGE_API_KEY, model="voyage-3-large") + + +vectorStore = MongoDBAtlasVectorSearch.from_documents( + split_docs, embeddings, collection=collection +) diff --git a/RAG-with-MongoDB-Skill/rag.py b/RAG-with-MongoDB-Skill/rag.py new file mode 100644 index 0000000..eff1745 --- /dev/null +++ b/RAG-with-MongoDB-Skill/rag.py @@ -0,0 +1,62 @@ +from langchain_mongodb import MongoDBAtlasVectorSearch +from langchain_openai import ChatOpenAI +from langchain.prompts import PromptTemplate +from langchain_core.runnables import RunnablePassthrough +from langchain_core.output_parsers import StrOutputParser +import key_param +from langchain_voyageai import VoyageAIEmbeddings + +dbName = "book_mongodb_chunks" +collectionName = "chunked_data" +index = "vector_index" + +vectorStore = MongoDBAtlasVectorSearch.from_connection_string( + key_param.MONGODB_URI, + dbName + "." + collectionName, + VoyageAIEmbeddings(voyage_api_key=key_param.VOYAGE_API_KEY, model="voyage-3-large"), + index_name=index, +) + +def query_data(query): + retriever = vectorStore.as_retriever( + search_type="similarity", + search_kwargs={ + "k": 3 + }, + ) + + template = """ + Use the following pieces of context to answer the question at the end. + If you don't know the answer, just say that you don't know, don't try to make up an answer. + Do not answer the question if there is no given context. + Do not answer the question if it is not related to the context. + Do not give recommendations to anything other than MongoDB. + Context: + {context} + Question: {question} + """ + + custom_rag_prompt = PromptTemplate.from_template(template) + + retrieve = { + "context": retriever | (lambda docs: "\n\n".join([d.page_content for d in docs])), + "question": RunnablePassthrough() + } + + llm = ChatOpenAI(openai_api_key=key_param.LLM_API_KEY, temperature=0, model="gpt-4") + + response_parser = StrOutputParser() + + rag_chain = ( + retrieve + | custom_rag_prompt + | llm + | response_parser + ) + + answer = rag_chain.invoke(query) + + + return answer + +print(query_data("What is the difference between a collection and database in MongoDB?")) \ No newline at end of file diff --git a/RAG-with-MongoDB-Skill/requirements.txt b/RAG-with-MongoDB-Skill/requirements.txt new file mode 100644 index 0000000..a45c909 --- /dev/null +++ b/RAG-with-MongoDB-Skill/requirements.txt @@ -0,0 +1,8 @@ +langchain==0.3.27 +langchain_community==0.3.30 +langchain_core==0.3.78 +langchain_mongodb==0.7.0 +pymongo==4.15.2 +langchain-voyageai==0.1.3 +langchain_openai==0.3.35 +pypdf==6.1.1 \ No 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