Real ChatGPT answer · index seedRpMASR3kBrEcompleteB2B software · AI and automation toolsinformational
What open source frameworks are teams using right now to chain multiple LLM prompts together into a reliable multi-step workflow?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What open source frameworks are teams using right now to chain multiple LLM prompts together into a reliable multi-step workflow?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
open source LLM orchestration frameworks workflows LangGraph LlamaIndex Haystack AutoGen CrewAI DSPy 2026 comparison Google ↗
official documentation LangGraph durable execution workflows checkpoints LlamaIndex workflows Haystack pipelines Semantic Kernel process framework Google ↗
- GitHub · github.com
- GitHub · github.com
- GitHub · github.com
- Documentation · docs.crewai.com
- GitHub · github.com
- GitHub · github.com
- Documentation · learn.microsoft.com
- GitHub · github.com
- Documentation · ai.pydantic.dev
- GitHub · github.com
- Documentation · dspy.ai
- The best AI agent frameworks in 2026 · langchain.com
- Pipelines · docs.haystack.deepset.ai
- Agent Workflows: Multi-Step Orchestration for end-to-end automation · llamaindex.ai
- Best LangChain Alternatives in 2026: 12 Frameworks (and the No-Framework Option) · resources.rework.com
- Open-Source AI Agent Frameworks Compared (2026) · we.inc
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source LLM orchestration frameworks workflows LangGraph LlamaIndex Haystack AutoGen CrewAI DSPy 2026 comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
official documentation LangGraph durable execution workflows checkpoints LlamaIndex workflows Haystack pipelines Semantic Kernel process framework OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |