[AUR-429] Add MVP pipeline with Ingestion and QA stage (#39)

* add base Tool

* minor update test_tool

* update test dependency

* update test dependency

* Fix namespace conflict

* update test

* add base Agent Interface, add ReWoo Agent

* minor update

* update test

* fix typo

* remove unneeded print

* update rewoo agent

* add LLMTool

* update BaseAgent type

* add ReAct agent

* add ReAct agent

* minor update

* minor update

* minor update

* minor update

* update base reader with BaseComponent

* add splitter

* update agent and tool

* update vectorstores

* update load/save for indexing and retrieving pipeline

* update test_agent for more use-cases

* add missing dependency for test

* update test case for in memory vectorstore

* add TextSplitter to BaseComponent

* update type hint basetool

* add insurance mvp pipeline

* update requirements

* Remove redundant plugins param

* Mock GoogleSearch

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Co-authored-by: trducng <trungduc1992@gmail.com>

knowledgehub/pipelines/utils.py

@@ -0,0 +1,17 @@
+import hashlib
+from typing import List
+
+
+def filename_to_hash(filename: str) -> str:
+    """
+    Convert filename to hash to be used as collection name for storage
+    """
+    result = hashlib.md5(filename.encode())
+    return result.hexdigest()
+
+
+def file_names_to_collection_name(file_name_list: List[str]) -> str:
+    """
+    Convert list of filenames to collection name
+    """
+    return filename_to_hash(" ".join(file_name_list))