* feat(llama.cpp): Enable decentralized, distributed inference
As https://github.com/mudler/LocalAI/pull/2324 introduced distributed inferencing thanks to
@rgerganov implementation in https://github.com/ggerganov/llama.cpp/pull/6829 in upstream llama.cpp, now
it is possible to distribute the workload to remote llama.cpp gRPC server.
This changeset now uses mudler/edgevpn to establish a secure, distributed network between the nodes using a shared token.
The token is generated automatically when starting the server with the `--p2p` flag, and can be used by starting the workers
with `local-ai worker p2p-llama-cpp-rpc` by passing the token via environment variable (TOKEN) or with args (--token).
As per how mudler/edgevpn works, a network is established between the server and the workers with dht and mdns discovery protocols,
the llama.cpp rpc server is automatically started and exposed to the underlying p2p network so the API server can connect on.
When the HTTP server is started, it will discover the workers in the network and automatically create the port-forwards to the service locally.
Then llama.cpp is configured to use the services.
This feature is behind the "p2p" GO_FLAGS
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* go mod tidy
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* ci: add p2p tag
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* better message
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: migrate to alecthomas/kong for CLI
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: bring in new flag for granular log levels
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* chore: go mod tidy
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: allow loading cli flag values from ["./localai.yaml", "~/.config/localai.yaml", "/etc/localai.yaml"] in that order
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: load from .env file instead of a yaml file
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: better loading for environment files
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat(doc): add initial documentation about configuration
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: remove test log lines
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: integrate new documentation into existing pages
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: add documentation on .env files
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* fix: cleanup some documentation table errors
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* feat: refactor CLI logic out to it's own package under core/cli
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
---------
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
* core 1
* api/openai/files fix
* core 2 - core/config
* move over core api.go and tests to the start of core/http
* move over localai specific endpoints to core/http, begin the service/endpoint split there
* refactor big chunk on the plane
* refactor chunk 2 on plane, next step: port and modify changes to request.go
* easy fixes for request.go, major changes not done yet
* lintfix
* json tag lintfix?
* gitignore and .keep files
* strange fix attempt: rename the config dir?
* Initial implementation of upload files api.
* Move sanitize method to utils.
* Save uploaded data to uploads folder.
* Avoid loop if we do not have a purpose.
* Minor cleanup of api and fix bug where deleting duplicate filename cause error.
* Revert defer of saving config
* Moved creation of directory to startup.
* Make file names unique when storing on disk.
* Add test for files api.
* Update dependencies.
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Adding subcommands to do certain actions directly from the command line.
I'm starting with the models subcommand allowing you to list models from
your galleries and install them.
This PR partially fixes#816
My intention is to keep adding other subcommands, but I think this is a
good start, and I think this already provides value.
Also, I added a new dependency to generate the progress bar in the
command line, it is not "needed" but I think is a nice to have to have a
cooler interface.
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- server: prohibit more than MaxConcurrentStreams handlers from running
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#### 2.13.0
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Add PreviewSpect() to enable programmatic preview access to the suite
report (fixes
[#​1225](https://togithub.com/onsi/ginkgo/issues/1225))
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**Description**
This PR fixes lack of HIPBLAS support in LocalAI.
**Notes for Reviewers**
This PR builds on https://github.com/go-skynet/go-llama.cpp/pull/235 to
enable ROCm/HIPBLAS support for gguf models running under llama.cpp
backend (not the stable ggml one). It can be enabled by using
BUILD_TYPE=hipblas. This was tested on a gfx1100 card, but should work
for gfx900,gfx1030 and other cards. Card support can be set with
AMDGPU_TARGETS environment variable.
**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [x] Yes, I signed my commits.
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| [github.com/tmc/langchaingo](https://togithub.com/tmc/langchaingo) |
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| [google.golang.org/grpc](https://togithub.com/grpc/grpc-go) | require
| patch | `v1.58.1` -> `v1.58.2` |
---
### Release Notes
<details>
<summary>grpc/grpc-go (google.golang.org/grpc)</summary>
### [`v1.58.2`](https://togithub.com/grpc/grpc-go/releases/tag/v1.58.2):
Release 1.58.2
[Compare
Source](https://togithub.com/grpc/grpc-go/compare/v1.58.1...v1.58.2)
### Bug Fixes
- balancer/weighted_round_robin: fix ticker leak on update
A new ticker is created every time there is an update of addresses or
configuration, but was not properly stopped. This change stops the
ticker when it is no longer needed.
</details>
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|---|---|---|---|
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This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [google.golang.org/grpc](https://togithub.com/grpc/grpc-go) | require
| minor | `v1.57.0` -> `v1.58.1` |
---
### Release Notes
<details>
<summary>grpc/grpc-go (google.golang.org/grpc)</summary>
### [`v1.58.1`](https://togithub.com/grpc/grpc-go/releases/tag/v1.58.1):
Release 1.58.1
[Compare
Source](https://togithub.com/grpc/grpc-go/compare/v1.58.0...v1.58.1)
### Bug Fixes
- grpc: fix a bug that was decrementing active RPC count too early for
streaming RPCs; leading to channel moving to IDLE even though it had
open streams
- grpc: fix a bug where transports were not being closed upon channel
entering IDLE
### [`v1.58.0`](https://togithub.com/grpc/grpc-go/releases/tag/v1.58.0):
Release 1.58.0
[Compare
Source](https://togithub.com/grpc/grpc-go/compare/v1.57.0...v1.58.0)
### API Changes
See [#​6472](https://togithub.com/grpc/grpc-go/issues/6472) for
details about these changes.
- balancer: add `StateListener` to `NewSubConnOptions` for `SubConn`
state updates and deprecate `Balancer.UpdateSubConnState`
([#​6481](https://togithub.com/grpc/grpc-go/issues/6481))
- `UpdateSubConnState` will be deleted in the future.
- balancer: add `SubConn.Shutdown` and deprecate
`Balancer.RemoveSubConn`
([#​6493](https://togithub.com/grpc/grpc-go/issues/6493))
- `RemoveSubConn` will be deleted in the future.
- resolver: remove deprecated `AddressType`
([#​6451](https://togithub.com/grpc/grpc-go/issues/6451))
- This was previously used as a signal to enable the "grpclb" load
balancing policy, and to pass LB addresses to the policy. Instead,
`balancer/grpclb/state.Set()` should be used to add these addresses to
the name resolver's output. The built-in "dns" name resolver already
does this.
- resolver: add new field `Endpoints` to `State` and deprecate
`Addresses`
([#​6471](https://togithub.com/grpc/grpc-go/issues/6471))
- `Addresses` will be deleted in the future.
### New Features
- balancer/leastrequest: Add experimental support for least request LB
policy and least request configured as a custom xDS policy
([#​6510](https://togithub.com/grpc/grpc-go/issues/6510),
[#​6517](https://togithub.com/grpc/grpc-go/issues/6517))
- Set `GRPC_EXPERIMENTAL_ENABLE_LEAST_REQUEST=true` to enable
- stats: Add an RPC event for blocking caused by the LB policy's picker
([#​6422](https://togithub.com/grpc/grpc-go/issues/6422))
### Bug Fixes
- clusterresolver: fix deadlock when dns resolver responds inline with
update or error at build time
([#​6563](https://togithub.com/grpc/grpc-go/issues/6563))
- grpc: fix a bug where the channel could erroneously report
`TRANSIENT_FAILURE` when actually moving to `IDLE`
([#​6497](https://togithub.com/grpc/grpc-go/issues/6497))
- balancergroup: do not cache closed sub-balancers by default; affects
`rls`, `weightedtarget` and `clustermanager` LB policies
([#​6523](https://togithub.com/grpc/grpc-go/issues/6523))
- client: fix a bug that prevented detection of RPC status in
trailers-only RPC responses when using `ClientStream.Header()`, and
prevented retry of the RPC
([#​6557](https://togithub.com/grpc/grpc-go/issues/6557))
### Performance Improvements
- client & server: Add experimental `[With]SharedWriteBuffer` to improve
performance by reducing allocations when sending RPC messages. (Disabled
by default.)
([#​6309](https://togithub.com/grpc/grpc-go/issues/6309))
- Special Thanks:
[@​s-matyukevich](https://togithub.com/s-matyukevich)
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[github.com/nomic-ai/gpt4all/gpt4all-bindings/golang](https://togithub.com/nomic-ai/gpt4all)
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**Description**
This PR syncs up the `llama` backend to use `gguf`
(https://github.com/go-skynet/go-llama.cpp/pull/180). It also adds
`llama-stable` to the targets so we can still load ggml. It adapts the
current tests to use the `llama-backend` for ggml and uses a `gguf`
model to run tests on the new backend.
In order to consume the new version of go-llama.cpp, it also bump go to
1.21 (images, pipelines, etc)
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
