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The Agentic AI Ecosystem

Discover the frameworks, tools, platforms, and communities powering the agent revolution

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Essential Tools & Platforms

Beyond frameworks, you need specialized tools for memory, monitoring, deployment, and optimization. The right tooling turns proof-of-concepts into production-ready systems.

🛠️ Tool Categories

Select a category to explore essential tools:

💾

Vector Databases

Store and retrieve embeddings for semantic memory

Popular Tools:
PineconeWeaviateQdrantChroma
Use Case:

Long-term memory, RAG systems, semantic search

🎯 Building Your Stack

A typical production agent stack includes:

Core Infrastructure

  • • Framework (LangChain/AutoGen)
  • • Vector DB (Pinecone/Weaviate)
  • • Model provider (OpenAI/Anthropic)

Production Essentials

  • • Observability (LangSmith)
  • • Deployment (Modal/Railway)
  • • Prompt management (PromptLayer)

💰 Cost Reality Check

Free Tier:

Most tools offer generous free tiers (Pinecone, Weaviate, LangSmith) perfect for development

Scale Costs:

Production costs = Model API calls + Vector DB storage + Observability. Budget $100-500/month for small-medium apps

Optimize:

Cache responses, batch requests, use smaller models when possible, monitor with observability tools