Feat/memory base (#1444)

* byom - short/entity memory

* better

* rm uneeded

* fix text

* use context

* rm dep and sync

* type check fix

* fixed test using new cassete

* fixing types

* fixed types

* fix types

* fixed types

* fixing types

* fix type

* cassette update

* just mock the return of short term mem

* remove print

* try catch block

* added docs

* dding error handling here

pyproject.toml

@@ -21,14 +21,13 @@ dependencies = [
     "python-dotenv>=1.0.0",
     "appdirs>=1.4.4",
     "jsonref>=1.1.0",
-    "agentops>=0.3.0",
-    "embedchain>=0.1.114",
     "json-repair>=0.25.2",
     "auth0-python>=4.7.1",
     "litellm>=1.44.22",
     "pyvis>=0.3.2",
     "uv>=0.4.18",
     "tomli-w>=1.1.0",
+    "chromadb>=0.4.24",
 ]
 
 [project.urls]