v0.10.59 (#15076)

run-llama · Aug 1, 2024 · 821ca7c · 821ca7c
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,5 +1,93 @@
 # ChangeLog
 
+## [2024-07-31]
+
+### `llama-index-core` [0.10.59]
+
+- Introduce `Workflow`s for event-driven orchestration (#15067)
+- Added feature to context chat engine allowing previous chunks to be inserted into the current context window (#14889)
+- MLflow Integration added to docs (#14977)
+- docs(literalai): add Literal AI integration to documentation (#15023)
+- expand span coverage for query pipeline (#14997)
+- make re-raising error skip constructor during `asyncio_run()` (#14970)
+
+### `llama-index-embeddings-ollama` [0.1.3]
+
+- Add proper async embedding support
+
+### `llama-index-embeddings-textembed` [0.0.1]
+
+- add support for textembed embedding (#14968)
+
+### `llama-index-graph-stores-falkordb` [0.1.5]
+
+- initial implementation FalkorDBPropertyGraphStore (#14936)
+
+### `llama-index-llms-azure-inference` [0.1.1]
+
+- Fix: Azure AI inference integration support for tools (#15044)
+
+### `llama-index-llms-fireworks` [0.1.7]
+
+- Updates to Default model for support for function calling (#15046)
+
+### `llama-index-llms-ollama` [0.2.2]
+
+- toggle for ollama function calling (#14972)
+- Add function calling for Ollama (#14948)
+
+### `llama-index-llms-openllm` [0.2.0]
+
+- update to OpenLLM 0.6 (#14935)
+
+### `llama-index-packs-longrag` [0.1.0]
+
+- Adds a LlamaPack that implements LongRAG (#14916)
+
+### `llama-index-postprocessor-tei-rerank` [0.1.0]
+
+- Support for Re-Ranker via Text Embedding Interface (#15063)
+
+### `llama-index-readers-confluence` [0.1.7]
+
+- confluence reader sort auth parameters priority (#14905)
+
+### `llama-index-readers-file` [0.1.31]
+
+- UnstructuredReader use filename as ID (#14946)
+
+### `llama-index-readers-gitlab` [0.1.0]
+
+- Add GitLab reader integration (#15030)
+
+### `llama-index-readers-google` [0.2.11]
+
+- Fix issue with average ratings being a float vs an int (#15070)
+
+### `llama-index-retrievers-bm25` [0.2.2]
+
+- use proper stemmer in bm25 tokenize (#14965)
+
+### `llama-index-vector-stores-azureaisearch` [0.1.13]
+
+- Fix issue with deleting non-existent index (#14949)
+
+### `llama-index-vector-stores-elasticsearch` [0.2.5]
+
+- disable embeddings for sparse strategy (#15032)
+
+### `llama-index-vector-stores-kdbai` [0.2.0]
+
+- Update default sparse encoder for Hybrid search (#15019)
+
+### `llama-index-vector-stores-milvus` [0.1.22]
+
+- Enhance MilvusVectorStore with flexible index management for overwriting (#15058)
+
+### `llama-index-vector-stores-postgres` [0.1.13]
+
+- Adds option to construct PGVectorStore with a HNSW index (#15024)
+
 ## [2024-07-24]
 
 ### `llama-index-core` [0.10.58]

diff --git a/docs/docs/CHANGELOG.md b/docs/docs/CHANGELOG.md
@@ -1,5 +1,93 @@
 # ChangeLog
 
+## [2024-07-31]
+
+### `llama-index-core` [0.10.59]
+
+- Introduce `Workflow`s for event-driven orchestration (#15067)
+- Added feature to context chat engine allowing previous chunks to be inserted into the current context window (#14889)
+- MLflow Integration added to docs (#14977)
+- docs(literalai): add Literal AI integration to documentation (#15023)
+- expand span coverage for query pipeline (#14997)
+- make re-raising error skip constructor during `asyncio_run()` (#14970)
+
+### `llama-index-embeddings-ollama` [0.1.3]
+
+- Add proper async embedding support
+
+### `llama-index-embeddings-textembed` [0.0.1]
+
+- add support for textembed embedding (#14968)
+
+### `llama-index-graph-stores-falkordb` [0.1.5]
+
+- initial implementation FalkorDBPropertyGraphStore (#14936)
+
+### `llama-index-llms-azure-inference` [0.1.1]
+
+- Fix: Azure AI inference integration support for tools (#15044)
+
+### `llama-index-llms-fireworks` [0.1.7]
+
+- Updates to Default model for support for function calling (#15046)
+
+### `llama-index-llms-ollama` [0.2.2]
+
+- toggle for ollama function calling (#14972)
+- Add function calling for Ollama (#14948)
+
+### `llama-index-llms-openllm` [0.2.0]
+
+- update to OpenLLM 0.6 (#14935)
+
+### `llama-index-packs-longrag` [0.1.0]
+
+- Adds a LlamaPack that implements LongRAG (#14916)
+
+### `llama-index-postprocessor-tei-rerank` [0.1.0]
+
+- Support for Re-Ranker via Text Embedding Interface (#15063)
+
+### `llama-index-readers-confluence` [0.1.7]
+
+- confluence reader sort auth parameters priority (#14905)
+
+### `llama-index-readers-file` [0.1.31]
+
+- UnstructuredReader use filename as ID (#14946)
+
+### `llama-index-readers-gitlab` [0.1.0]
+
+- Add GitLab reader integration (#15030)
+
+### `llama-index-readers-google` [0.2.11]
+
+- Fix issue with average ratings being a float vs an int (#15070)
+
+### `llama-index-retrievers-bm25` [0.2.2]
+
+- use proper stemmer in bm25 tokenize (#14965)
+
+### `llama-index-vector-stores-azureaisearch` [0.1.13]
+
+- Fix issue with deleting non-existent index (#14949)
+
+### `llama-index-vector-stores-elasticsearch` [0.2.5]
+
+- disable embeddings for sparse strategy (#15032)
+
+### `llama-index-vector-stores-kdbai` [0.2.0]
+
+- Update default sparse encoder for Hybrid search (#15019)
+
+### `llama-index-vector-stores-milvus` [0.1.22]
+
+- Enhance MilvusVectorStore with flexible index management for overwriting (#15058)
+
+### `llama-index-vector-stores-postgres` [0.1.13]
+
+- Adds option to construct PGVectorStore with a HNSW index (#15024)
+
 ## [2024-07-24]
 
 ### `llama-index-core` [0.10.58]

diff --git a/docs/docs/api_reference/embeddings/textembed.md b/docs/docs/api_reference/embeddings/textembed.md
@@ -0,0 +1,4 @@
+::: llama_index.embeddings.textembed
+    options:
+      members:
+        - TextEmbed
diff --git a/docs/docs/api_reference/extractors/llama_extract.md b/docs/docs/api_reference/extractors/llama_extract.md
@@ -0,0 +1,4 @@
+::: llama_index.extractors.llama_extract
+    options:
+      members:
+        - LlamaExtractExtractor
diff --git a/docs/docs/api_reference/packs/longrag.md b/docs/docs/api_reference/packs/longrag.md
@@ -0,0 +1,4 @@
+::: llama_index.packs.longrag
+    options:
+      members:
+        - LongRAGPack
diff --git a/docs/docs/api_reference/postprocessor/tei_rerank.md b/docs/docs/api_reference/postprocessor/tei_rerank.md
@@ -0,0 +1,4 @@
+::: llama_index.postprocessor.tei_rerank
+    options:
+      members:
+        - TextEmbeddingInference
diff --git a/docs/docs/api_reference/readers/gitlab.md b/docs/docs/api_reference/readers/gitlab.md
@@ -0,0 +1,5 @@
+::: llama_index.readers.gitlab
+    options:
+      members:
+        - GitLabIssuesReader
+        - GitLabRepositoryReader
diff --git a/docs/docs/api_reference/storage/graph_stores/falkordb.md b/docs/docs/api_reference/storage/graph_stores/falkordb.md
@@ -2,4 +2,3 @@
     options:
       members:
         - FalkorDBGraphStore
-        - FalkorDBPropertyGraphStore
diff --git a/docs/docs/api_reference/workflow/context.md b/docs/docs/api_reference/workflow/context.md
@@ -0,0 +1,4 @@
+::: llama_index.core.workflow.context
+    options:
+      members:
+        - Context
diff --git a/docs/docs/api_reference/workflow/events.md b/docs/docs/api_reference/workflow/events.md
@@ -0,0 +1,6 @@
+::: llama_index.core.workflow.events
+    options:
+      members:
+        - Event
+        - StartEvent
+        - StopEvent
diff --git a/docs/docs/api_reference/workflow/workflow.md b/docs/docs/api_reference/workflow/workflow.md
@@ -0,0 +1,4 @@
+::: llama_index.core.workflow.workflow
+    options:
+      members:
+        - Workflow
diff --git a/docs/docs/module_guides/querying/index.md b/docs/docs/module_guides/querying/index.md
@@ -6,7 +6,7 @@ If you wish to combine advanced reasoning with tool use, check out our [agents](
 
 ## Query Workflows
 
-You can create workflows for querying with ease, using our event-driven `Workflow` interface. Check out our [workflow guide](workflow/index.md) for more details.
+You can create workflows for querying with ease, using our event-driven `Workflow` interface. Check out our [workflow guide](../workflow/index.md) for more details.
 
 Otherwise check out how to use our query modules as standalone components 👇.
 

diff --git a/docs/docs/understanding/querying/querying.md b/docs/docs/understanding/querying/querying.md
@@ -149,4 +149,4 @@ Also make sure to check out our entire [Structured Outputs](../../module_guides/
 
 If you want to design complex query flows, you can compose your own query workflow across many different modules, from prompts/LLMs/output parsers to retrievers to response synthesizers to your own custom components.
 
-Take a look at our [Workflow Guide](../../module_guides/querying/workflow/index.md) for more details.
+Take a look at our [Workflow Guide](../../module_guides/workflow/index.md) for more details.
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
@@ -220,6 +220,7 @@ nav:
           - ./examples/embeddings/premai.ipynb
           - ./examples/embeddings/sagemaker_embedding_endpoint.ipynb
           - ./examples/embeddings/text_embedding_inference.ipynb
+          - ./examples/embeddings/textembed.ipynb
           - ./examples/embeddings/together.ipynb
           - ./examples/embeddings/upstage.ipynb
           - ./examples/embeddings/voyageai.ipynb
@@ -627,6 +628,11 @@ nav:
           - ./examples/vector_stores/postgres.ipynb
           - ./examples/vector_stores/qdrant_bm42.ipynb
           - ./examples/vector_stores/qdrant_hybrid.ipynb
+      - Workflow:
+          - ./examples/workflow/function_calling_agent.ipynb
+          - ./examples/workflow/rag.ipynb
+          - ./examples/workflow/react_agent.ipynb
+          - ./examples/workflow/reflection.ipynb
   - Component Guides:
       - ./module_guides/index.md
       - Models:
@@ -702,7 +708,7 @@ nav:
               - ./module_guides/querying/response_synthesizers/index.md
               - ./module_guides/querying/response_synthesizers/response_synthesizers.md
           - Routing: ./module_guides/querying/router/index.md
-          - Workflows: ./module_guides/querying/workflow/index.md
+          - Workflows: ./module_guides/workflow/index.md
           - Query Pipelines:
               - ./module_guides/querying/pipeline/index.md
               - ./module_guides/querying/pipeline/usage_pattern.md
@@ -822,6 +828,7 @@ nav:
           - ./api_reference/embeddings/premai.md
           - ./api_reference/embeddings/sagemaker_endpoint.md
           - ./api_reference/embeddings/text_embeddings_inference.md
+          - ./api_reference/embeddings/textembed.md
           - ./api_reference/embeddings/together.md
           - ./api_reference/embeddings/upstage.md
           - ./api_reference/embeddings/vertex.md
@@ -976,6 +983,7 @@ nav:
           - ./api_reference/packs/llama_dataset_metadata.md
           - ./api_reference/packs/llama_guard_moderator.md
           - ./api_reference/packs/llava_completion.md
+          - ./api_reference/packs/longrag.md
           - ./api_reference/packs/mixture_of_agents.md
           - ./api_reference/packs/multi_document_agents.md
           - ./api_reference/packs/multi_tenancy_rag.md
@@ -1023,6 +1031,7 @@ nav:
           - ./api_reference/extractors/entity.md
           - ./api_reference/extractors/index.md
           - ./api_reference/extractors/keyword.md
+          - ./api_reference/extractors/llama_extract.md
           - ./api_reference/extractors/marvin.md
           - ./api_reference/extractors/pydantic.md
           - ./api_reference/extractors/question.md
@@ -1079,6 +1088,7 @@ nav:
           - ./api_reference/postprocessor/sbert_rerank.md
           - ./api_reference/postprocessor/sentence_optimizer.md
           - ./api_reference/postprocessor/similarity.md
+          - ./api_reference/postprocessor/tei_rerank.md
           - ./api_reference/postprocessor/time_weighted.md
           - ./api_reference/postprocessor/voyageai_rerank.md
       - Object Stores:
@@ -1198,6 +1208,7 @@ nav:
           - ./api_reference/readers/gcs.md
           - ./api_reference/readers/genius.md
           - ./api_reference/readers/github.md
+          - ./api_reference/readers/gitlab.md
           - ./api_reference/readers/google.md
           - ./api_reference/readers/gpt_repo.md
           - ./api_reference/readers/graphdb_cypher.md
@@ -1490,6 +1501,10 @@ nav:
           - ./api_reference/tools/yahoo_finance.md
           - ./api_reference/tools/yelp.md
           - ./api_reference/tools/zapier.md
+      - Workflow:
+          - ./api_reference/workflow/context.md
+          - ./api_reference/workflow/events.md
+          - ./api_reference/workflow/workflow.md
   - Open-Source Community:
       - Integrations: ./community/integrations.md
       - Full Stack Projects: ./community/full_stack_projects.md
@@ -2067,6 +2082,11 @@ plugins:
             - ../llama-index-integrations/llms/llama-index-llms-azure-inference
             - ../llama-index-integrations/vector_stores/llama-index-vector-stores-lindorm
             - ../llama-index-integrations/retrievers/llama-index-retrievers-vertexai-search
+            - ../llama-index-packs/llama-index-packs-longrag
+            - ../llama-index-integrations/embeddings/llama-index-embeddings-textembed
+            - ../llama-index-integrations/postprocessor/llama-index-postprocessor-tei-rerank
+            - ../llama-index-integrations/readers/llama-index-readers-gitlab
+            - ../llama-index-integrations/extractors/llama-index-extractors-llama-extract
   - redirects:
       redirect_maps:
         ./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md

diff --git a/docs/prepare_for_build.py b/docs/prepare_for_build.py
@@ -95,6 +95,7 @@
     "schema": "Schema",
     "storage": "Storage",
     "tools": "Tools",
+    "workflow": "Workflow",
 }
 API_REF_TEMPLATE = """::: {import_path}
     options:

diff --git a/llama-index-core/llama_index/core/__init__.py b/llama-index-core/llama_index/core/__init__.py
@@ -1,6 +1,6 @@
 """Init file of LlamaIndex."""
 
-__version__ = "0.10.58"
+__version__ = "0.10.59"
 
 import logging
 from logging import NullHandler

diff --git a/llama-index-core/pyproject.toml b/llama-index-core/pyproject.toml
@@ -43,7 +43,7 @@ name = "llama-index-core"
 packages = [{include = "llama_index"}]
 readme = "README.md"
 repository = "https://github.com/run-llama/llama_index"
-version = "0.10.58"
+version = "0.10.59"
 
 [tool.poetry.dependencies]
 SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}