[logseq-plugin-git:commit] 2025-06-19T17:22:26.455Z

2025-06-19 19:22:27 +02:00
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 	- *Limited tool orchestration:* to execute complex workflows a proper infrastructure is needed to discover tools and manage tool interactions across multiple turns.
 	- *Task coordination challenges*: structured control mechanisms are require to manage with LLMs multi-step workflows
 - **LangChain**
-	-
+	- Open-source framework and venture-backed company based in San Francisco
+	- Main features:
+		- *Composable workflows*: the LCEL - LangChain Expression Language permits to break down complex tasks into modulare components that can be assembled. This enable the orchestration of multiple processing steps.
+		- *Integration ecosystem:* it provides interfaces for all generative components i.e., LLMs, embeddings, vector databases, document loaders, search engines. This will permit to switch between providers without rewriting core logic.
+		- *Unified model access:* interfaces to different language and embedding models
+	- Application development concepts:
+		- *Memory and state management*
+		- *Agent architecture*
+-