Techbible.
T.
Techbible.
BETA
Workspace
Platform
DiscoverCommunityTrends and Data

LlamaIndex - Agentic Process Automation Tool

Tool Icon

LlamaIndex

Free Tier, PaidAgentic Process Automation

Framework for building LLM applications by connecting data sources to language models.

Founded by: Jerry Liuin 2022

Use LlamaIndex to build applications that connect custom data to large language models (LLMs). It provides data connectors, indexes, retrieval tools, and agents that make it easy for developers to build retrieval-augmented generation (RAG) workflows. LlamaIndex simplifies chunking, embedding, and querying data so you can feed relevant context into LLMs for accurate, cost-effective answers. Ideal for startups and enterprise teams creating custom AI products.

Integrations

PineconeQdrantSupabaseMongoDBPostgreSQLGoogle CloudSlackGitHubNotionClaude by AnthropicLangChainAWSOpenAIZapierMicrosoft AzureCohereSnowflake
Weaviate, Milvus, Chroma, Databricks

Use Cases

Building AI search over proprietary documents
Powering chatbots with organization-specific knowledge
Creating RAG workflows for customer support
Developing AI copilots for internal tools
Integrating private databases into LLM applications
Prototyping and deploying scalable AI services quickly

Standout Features

Data connectors for ingesting structured and unstructured data
Advanced chunking and embedding management
Query engine with semantic retrieval capabilities
Integrations with leading vector databases
Cloud-hosted RAG endpoints for production use
Built-in support for building AI agents and toolchains

Tasks it helps with

Ingest data from diverse sources like PDFs, SQL, Notion, and APIs
Create vector indexes for fast retrieval of relevant chunks
Integrate with vector databases for scalable storage
Enable retrieval-augmented generation with context-aware prompts
Chain tools and agents for complex workflows
Deploy cloud-hosted endpoints for production apps

Who is it for?

Software Engineer, Machine Learning Engineer, AI Engineer, Data Scientist, Product Manager, CTO

Overall Web Sentiment

People love it

Time to value

Quick Setup (< 1 hour)

Tutorials

RAG, LLM apps, vector stores, AI agents, data connectors, retrieval-augmented generation
Reviews

Compare

Lutra

Lutra

LaunchLemonade

LaunchLemonade

Artisan

Artisan

AI-Flow

AI-Flow

BeamAI

BeamAI

AgentOps

AgentOps