AgentIndex icon
AgentIndex
lilbee logo
lilbee
★ 65
vs
coco-search logo
coco-search
★ 37

lilbee vs coco-search

lilbee: lilbee allows you to interactively or programmatically chat with a database of documents using strictly your own hardware, completely offline. It can augment any AI agent via MCP or shell, supports a wide range of document formats (PDF, Office, images, code, etc.), and includes a built-in REST API for integration into any GUI. It also provides per-project isolated indexes for privacy and organization.; coco-search: CocoSearch is a local-first hybrid semantic code search tool that combines vector similarity and keyword matching via RRF fusion. It uses CocoIndex for indexing, Tree-sitter for syntax-aware chunking, and PostgreSQL with pgvector for storage. It supports 32 languages, 9 grammars, dependency graphs, cross-repo search, and multiple interfaces.

01

TL;DR

lilbee logo
lilbeeRAG / Knowledge Base · ★ 65

Local document Q&A with offline privacy

Read lilbee full review →
coco-search logo
coco-searchRAG / Knowledge Base · ★ 37

Exploratory/semantic queries about code functionality

Read coco-search full review →
02

Side-by-Side Comparison

Field
lilbee logolilbee
coco-search logococo-search
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 65
★ 37
License
MIT
MIT
Install Command
pip install lilbee
pip install cocosearch
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agent, chatbot, cli
cli, cocoindex, code-explorer
03

Features

lilbee logolilbee
01Completely offline and private, no cloud or telemetry
02Supports 150+ code languages, PDFs, Office docs, images (OCR), and ebooks
03Augment any AI agent via MCP or shell with hybrid RAG search
04Built-in REST API for integrating document search into any GUI or tool
05Per-project isolated databases with `lilbee init` (like `.git/`)
coco-search logococo-search
01Hybrid search with RRF fusion
02Symbol filtering by type and name
03Syntax-aware context expansion to function/class boundaries
04Dependency graph extraction and impact analysis
05Cross-index search across multiple codebases
04

Use Cases

lilbee logolilbee
↳Local document Q&A with offline privacy
↳RAG augmentation for AI coding agents
↳Terminal-based interactive chat with indexed documents
coco-search logococo-search
↳Exploratory/semantic queries about code functionality
↳Finding code by meaning rather than exact text
↳AI assistant integration for context-aware code retrieval
FAQ

FAQ

What is the difference between lilbee and coco-search?
Both lilbee and coco-search are in the RAG / Knowledge Base category. lilbee has 65 stars, while coco-search has 37 stars.
Which is better, lilbee or coco-search?
The best choice depends on your use case. Choose lilbee if Local document Q&A with offline privacy, and coco-search if Exploratory/semantic queries about code functionality.
Is lilbee free or open source?
Yes, lilbee is open source on GitHub (MIT).
Is coco-search free or open source?
Yes, coco-search is open source on GitHub (MIT).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to lilbee →Alternatives to coco-search →lilbee details →coco-search details →