Vdms

* Installation instructions updated in Install.md and [Wiki](https://github.com/IntelLabs/vdms/wiki/Install)

**Improved Error Handling**
* Improve how errors/exceptions are handled and provide better information to the client

**Bug Fixes**

**Updated documentation** in [Wiki](https://github.com/IntelLabs/vdms/wiki)
* [Descriptor Memory Usage](https://github.com/IntelLabs/vdms/wiki/Descriptor-Memory-Usage)
* [Remote Operations](https://github.com/IntelLabs/vdms/wiki/Remote-Operations)
* [Remote Storage in VDMS](https://github.com/IntelLabs/vdms/wiki/Remote-Storage-in-VDMS)
* [User Defined Operations](https://github.com/IntelLabs/vdms/wiki/User-Defined-Operations)

What's New
**Updated Docker Image**
* Docker image is available on [Dockerhub](https://hub.docker.com/r/intellabs/vdms)


**New Neo4J + S3 Query Handler (Experimental)**
* The new query handler takes advantage of our S3 connector and adds Neo4J for metadata store instead of default PMGD.
* Additional details are available: [Neo4J Query Handler]( [https://github.com/IntelLabs/vdms/wiki/Neo4J‐Based‐Scale‐Out‐VDM](https://github.com/IntelLabs/vdms/wiki/Neo4J%E2%80%90Based%E2%80%90Scale%E2%80%90Out%E2%80%90VDM)S), [NeoAdd]( https://github.com/IntelLabs/vdms/wiki/NeoAdd), [NeoFind]( https://github.com/IntelLabs/vdms/wiki/NeoFind)


**New mutual TLS support**
* mTLS support was added to the server and Python client while retaining support for running in a TLS only (transport security only, no client authentication) or an insecure mode
* Additional details are available: [VDMS Mutual TLS Support](https://github.com/IntelLabs/vdms/wiki/VDMS-mTLS-Support)


**Add Entity via File Path**
* VDMS can now point to an image/video file accessible by the filesystem instead of storing the blob in the data store. The file could be on the local filesystem or a remote filesystem mounted on the server running VDMS.
* Additional details are available: [Updated AddImage Wiki](https://github.com/IntelLabs/vdms/wiki/AddImage), [Updated AddVideo Wiki](https://github.com/IntelLabs/vdms/wiki/AddVideo)


**Bug Fixes**


**Updated documentation** in [Wiki](https://github.com/IntelLabs/vdms/wiki)
* [AddImage](https://github.com/IntelLabs/vdms/wiki/AddImage)
* [AddVideo](https://github.com/IntelLabs/vdms/wiki/AddVideo)
* [ConfigFile](https://github.com/intel-innersource/libraries.databases.visual.vdms/wiki/ConfigFile)
* [Developer Guide](https://github.com/IntelLabs/vdms/wiki/Developer-Guide)
* [Installation](https://github.com/IntelLabs/vdms/wiki/Install)
* [Neo4J Query Handler](https://github.com/IntelLabs/vdms/wiki/Neo4J‐Based‐Scale‐Out‐VDMS)
* [NeoAdd]( https://github.com/IntelLabs/vdms/wiki/NeoAdd)
* [NeoFind]( https://github.com/IntelLabs/vdms/wiki/NeoFind)
* [VDMS Mutual TLS Support](https://github.com/IntelLabs/vdms/wiki/VDMS-mTLS-Support)

What's New

**Updated Docker Image**
* Docker image is available on [Dockerhub](https://hub.docker.com/r/intellabs/vdms)

**New FindDescriptorSet Command (Experimental)**
* The new command provides capability to obtain information regarding a descriptor set and to explicitly perform a store index operation.
* Additional details are available: [FindDescriptorSet Command](https://github.com/IntelLabs/vdms/wiki/FindDescriptorSet)

**Configurable S3 Connection**
* New parameters accepted in VDMS configuration file for S3 storage address, proxy details, and AWS logging control.
* Additional details are available: [ConfigFile](https://github.com/IntelLabs/vdms/wiki/ConfigFile)

**Bug Fixes**

**Updated documentation** in [Wiki](https://github.com/IntelLabs/vdms/wiki)
* [Developer Guide](https://github.com/IntelLabs/vdms/wiki/Developer-Guide)

What's New

**Updated Docker Image**
* Docker image is available on [Dockerhub](https://hub.docker.com/r/intellabs/vdms)

**New Query Handler Selector (Experimental)**
* Enhancement to provide developers the ability to either modify existing query handlers (e.g. changing data and operations flow) or develop entirely new handlers from scratch (e.g. enabling a new type of metadata backend).
* Additional details are available; [Query Handler Development](https://github.com/IntelLabs/vdms/wiki/Query-Handler-Development)

**Redesign of Video Class (Experimental)**
* Experimental enhancement to video management design to work with videos as a single entity and ensures the Out-of-Memory exceptions are caught/addressed

What's New

- **New Debian-based Dockerfile**
- Docker image is available on [Dockerhub](https://hub.docker.com/repository/docker/intellabs/vdms/general)

- **New User-defined Operations (UDF) and Remote Operations**
- Users can apply user-defined operations to images and execute image operations on a remote server using Flask APIs
- Additional details are available; [User Defined Operations](https://github.com/IntelLabs/vdms/wiki/User-Defined-Operations) and [Remote Operations](https://github.com/IntelLabs/vdms/wiki/Remote-Operations)

- **AWS S3 Support**
- Users can write data to AWS S3 instead of using local storage by specifying `storage_type` in configuration file
- Additional details are available: [ConfigFile Wiki](https://github.com/IntelLabs/vdms/wiki/ConfigFile)

- **Upgrade to TileDB 2.14**

- **Updated documentation** in [Wiki](https://github.com/IntelLabs/vdms/wiki)

What's New

- **Support for Storing and Accessing Other Data Formats**
- Users can use the new AddBlob, FindBlob, and UpdateBlob commands to add and query other data formats.
- Additional details are available: [AddBlob](https://github.com/IntelLabs/vdms/wiki/AddBlob), [FindBlob](https://github.com/IntelLabs/vdms/wiki/FindBlob), and [UpdateBlob](https://github.com/IntelLabs/vdms/wiki/UpdateBlob).

- **CSV Parser for C++ Client**
- Users can ingest data from a CSV file instead of writing JSON queries. This feature supports the [Insert Commands](https://github.com/IntelLabs/vdms/wiki/CSV-Plugin-for-C%2B%2B-Client#insert-commands).
- Additional details are available: [CSV Plugin for C++ Client](https://github.com/IntelLabs/vdms/wiki/CSV-Plugin-for-C%2B%2B-Client)

- Upgraded dependencies
- Updated documentation in [Wiki](https://github.com/IntelLabs/vdms/wiki)