Related: shares the task Automation agents, Questions over your own documents
Python orchestration framework for composable agents, RAG pipelines and multimodal search.
Open (open weights/source)
Use cases
- Development of tool-using agents
- Construction of retrieval-augmented applications
Pricing: The open-source software can be run on your own infrastructure. Compute, storage and any external model API usage are separate costs; a managed service is not included.
Documentation ↗ · Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Automation agents, Questions over your own documents
Open-source data framework for connecting LLMs to private data, powering retrieval-augmented generation and document agents.
Open (open weights/source) MIT
Use cases
- Building RAG over enterprise documents
- Question answering on PDFs and knowledge bases
- Document-processing agents
Pricing: The framework is free and open source; LlamaCloud and LlamaParse are usage-priced hosted services.
Pricing ↗ · Sources
This record was last reviewed on 2026-09-10.
Related: shares the task Automation agents, Questions over your own documents
Company-context agents and workflow automation with enterprise deployment options.
Paid
Use cases
- Build custom agents grounded in company context
- Govern model access and require human signoff where needed
Pricing: Premium is per user with included model usage and storage; Enterprise adds dedicated deployment and identity controls. Monthly and annual prices differ and exclude VAT.
Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Automation agents
Stateful agent platform and open-source harness built around persistent memory and context management.
Freemium
Use cases
- Persistent context for AI agents
- Personalization across conversations
Pricing: Free supports up to 3 stateful agents with your own model access. Pro is USD 20 per month; developer API plans have separate base and usage charges, including active agents and tool execution. A personal plan is not an unlimited API entitlement.
Pricing ↗ · Documentation ↗ · Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Automation agents
Memory infrastructure that stores and retrieves persistent context for agents across sessions.
Freemium
Use cases
- Persistent context for AI agents
- Personalization across conversations
Pricing: Hosted Free covers 10000 adds and 1000 retrievals with model calls during the first 30 days. Using your own LLM key raises the listed allowance to 50000 adds and 10000 retrievals per month; overages are metered with a user-set monthly cap, and larger contracts are custom.
Pricing ↗ · Documentation ↗ · Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Automation agents
Enterprise context layer that organizes business data, documents and conversations into temporal context graphs.
Freemium
Use cases
- Persistent context for AI agents
- Personalization across conversations
Pricing: Free access has credit limits. Flex is USD 125 per month billed monthly with 50000 credits; ingestion and retrieval consume credits and automatic top-ups can add charges. Open-source Graphiti is distinct from the hosted Zep service.
Pricing ↗ · Documentation ↗ · Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Automation agents
Workspace combining AI agents, visual flows, tables and application connections.
Freemium
Use cases
- Combine agents and automation flows in one workspace
- Route support triage, invoice intake and lead handling through flows
Pricing: Free lists 1,000 monthly credits and up to five users. Paid plans add credits and controls; own model keys, overage pricing and self-hosted enterprise options have separate terms.
Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Automation agents
Team workspace for creating AI coworkers and scheduled or event-triggered automations through chat.
Freemium
Use cases
- Development of tool-using agents
- Construction of retrieval-augmented applications
Pricing: Hobby gives 75 daily free credits on up to 10 days per month, plus a one-time 500-credit signup bonus. Starter is USD 29 per month with 2900 credits; credits cover included models and runtime, and paid plans do not charge per seat.
Pricing ↗ · Documentation ↗ · Sources
This record was last reviewed on 2026-11-03.