Agentic AI Tools Landscape 2025
Data Extraction & Parsing
Chunking & Segmentation
Embeddings
Vector Storage
Knowledge Graphs
Memory & Context
Retrieval & Search
Models & Assistants
Agent Frameworks
Workflow Builders
DIY Build Tools
Managed Services
Orchestration
Monitoring & Evaluation
Deployment
Multi-Function Platforms
Docling
IBM's doc processing
Unstructured.io
ETL for documents
LlamaIndex
Data ingestion
Semchunk
Fast semantic chunking
LlamaIndex
Node parsing
Sentence Transformers
500+ models
FAISS
Facebook similarity search
Chroma
Developer-friendly DB
Virtuoso
On-premise edition
Letta (MemGPT)
Core memory mgmt
Firecrawl
LLM-ready markdown
LlamaIndex
Query engines
Ollama
Local LLM runner
Groq
241+ tokens/sec
Hugging Face
Model hub
AutoGPT
Autonomous agents
BabyAGI
Task planning
LlamaIndex
Agent tools
n8n
Open source workflow
Flowise
Drag & drop LLM
Langflow
Visual LangChain
Rossum
276 languages
Azure Doc Intel
Microsoft cloud
GroundX
Contextual AI
LlamaParse
Document parsing
Google RAG Engine
Vertex AI RAG
Chunkr
Production API
LlamaParse
Smart chunking
GroundX
Context-aware chunks
Google RAG Engine
Auto-chunking
OpenAI
Industry standard
Cohere
101 languages
Jina AI
8192 token context
Voyage AI
Domain-specific
Pinecone
Managed vector DB
Qdrant
High-performance
Milvus
10x performance
Weaviate
AI-native DB
LanceDB
Multimodal support
Virtuoso
Universal server
Stardog
Enterprise KG
GraphWise
AI-powered KG
AllegroGraph
Semantic graph DB
MarkLogic
Multi-model DB
Zep
Temporal knowledge
Mem0
Hybrid memory
Apify
Web scraping
ScrapingBee
AI-powered scraping
SerpAPI
Search results API
LangChain
Retrieval chains
OpenAI
GPT-4 & variants
Anthropic
Claude models
Google Gemini
Multimodal AI
xAI Grok
Real-time data
Deepseek
Chinese language
CrewAI
Role-based teams
AutoGen
Multi-agent conv
AgentGPT
Browser-based
LangChain
Agent executor
Zapier AI
8000+ integrations
Make.com
Visual automation
UIPath
Enterprise RPA
Windmill
Developer workflows
Activepieces
Open source automation
Pipedream
Dev-centric workflows
OPAL
OpenLink AI Layer
Temporal
Durable workflows
AWS Bedrock
Managed models
Together AI
200+ models
Mistral AI
European models
AWS Multi-Agent
Enterprise agents
Arize Phoenix
Open source observability
Langfuse
LLM tracing
Helicone
Proxy monitoring
TruLens
LLM feedback
Weights & Biases
ML tracking
RAGAS
RAG evaluation
Patronus AI
Hallucination detect
Portkey
LLM gateway
Railway
Quick deployment
HF Spaces
Model deployment
Banana Dev
ML inference
Modal
Serverless GPU
Replicate
Model hosting
Fireworks AI
Fast inference
LangChain
Full-stack framework: extraction, chunking, embeddings, storage, memory
LlamaParse
End-to-end document intelligence
Glean
Enterprise search & knowledge
Hebbia
AI document analysis
OpenLink AI Layer (OPAL)
AI orchestration platform
LlamaCloud
Managed service: retrieval, search, orchestration
Google Vertex AI
End-to-end ML platform
Azure AI Foundry
Microsoft AI platform
Data Extraction
Chunking
Embeddings
Vector Storage
Knowledge Graphs
Retrieval & Search
LLM Providers
Agent Frameworks
Deployment
Workflow Builders