Fabian Valle's repositories
Interactive-RAG
Using MongoDB Atlas + ActionWeaver, we can build a user proxy agent that efficiently retrieves and ingests relevant information. This agent presents the data to the user in an interactive and customizable manner, enhancing the overall user experience.
mdb-agg-crewai
Beyond Vectors: Augment LLM Capabilities with MongoDB Aggregation Framework and CrewAI
chatdocs-mdb
Chat with your documents offline using AI + MongoDB Atlas Vector Search
MDB-React-Protected-Routes-ContextAPI
Atlas App Services + React + GraphQL Starter Kit
Atlas-Azure-Multi-Region-PE
MongoDB: High Availability + Azure PL + Multi-Region
slackbot-starter-kit
Saves you time by providing the foundational structure and handling core Slack interactions. Instead of starting from scratch, you can focus on the unique logic and features of your bot. The separation of Slack communication (slackbot.py) and response generation (rag-api.py) streamlines development and maintenance.
ActionWeaver
AI application framework that puts function-calling as a first-class feature
atlas-hybrid-search
UI for testing semantic search approaches using MongoDB Atlas
autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
big-AGI-mdb
MongoDB meets big-AGI
codegpt-advanced
VSCode extension that allows you to use GPT3 inside the IDE (and more)
doppel-bot
Train a language model to answer Slack messages as you.
ExternalBrain
Create an external brain for your facts, ask questions about it later
Fakeflix
Not the usual clone that you can find on the web.
full-stack-fastapi-mongodb
Full stack, modern web application generator. Using FastAPI, MongoDB as database, Docker, automatic HTTPS and more.
GenAI-Showcase
GenAI Cookbook
langchain-mini
🦜️🔗 This is a very simple re-implementation of LangChain but in Python and with a few tweaks
mdb-qe-preview-azure-kms
Queryable Encryption + Azure KMS + Automatic Encryption(Atlas)
mdb-spa
MDB App Services + React Single Page Web Application
mongodb-csfle-csharp-demo-azure
This sample application shows how to integrate Azure Key Vault with MongoDB's Client Side Field Level Encryption.
prompt-inject-example
LLM Prompt Inject Example [FULL CODE]
rag-arena-mdb
RAG Arena is an open-source Next.js project made by Mendable.ai that interfaces with LangChain to provide a RAG chatbot experience where queries receive multiple responses. Users vote on these responses, which are then unblurred to reveal the Retriever used, differentiating the chatbots by their data retrieval methods.
reader
Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/
SuperAGI
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.