diff --git a/src/indexing.jl b/src/indexing.jl
index 305481e..bc504b0 100644
--- a/src/indexing.jl
+++ b/src/indexing.jl
@@ -145,3 +145,13 @@ function index(indexer::Indexer)
     # check if all relevant files are saved
     _check_all_files_are_saved(indexer.config.index_path)
 end
+
+function Base.show(io::IO, indexer::Indexer)
+    print(io, "ColBERT Indexer:\n")
+    print(io, "  Collection size: $(length(indexer.collection)) documents\n")
+    print(io, "  Model: $(indexer.config.checkpoint)\n")
+    print(io, "  Dimension: $(indexer.config.dim)\n")
+    print(io, "  Index path: $(indexer.config.index_path)\n")
+    print(io, "  Document maxlen: $(indexer.config.doc_maxlen)\n")
+    print(io, "  Compression bits: $(indexer.config.nbits)\n")
+end
diff --git a/src/indexing/codecs/residual.jl b/src/indexing/codecs/residual.jl
index b6a3d07..4c0d117 100644
--- a/src/indexing/codecs/residual.jl
+++ b/src/indexing/codecs/residual.jl
@@ -782,3 +782,13 @@ function decompress(
     end
     embeddings
 end
+
+function Base.show(io::IO, codec::Dict{String, Any})
+    print(io, "ColBERT Residual Codec:\n")
+    print(io, "  Centroids: $(size(codec["centroids"],2))\n")
+    print(io, "  Average residual: $(round(codec["avg_residual"], digits=4))\n")
+    print(
+        io, "  Bucket cutoffs: $(round.(codec["bucket_cutoffs"], digits=4))\n")
+    print(
+        io, "  Bucket weights: $(round.(codec["bucket_weights"], digits=4))\n")
+end
diff --git a/src/infra/config.jl b/src/infra/config.jl
index 06fbc5d..d0824b7 100644
--- a/src/infra/config.jl
+++ b/src/infra/config.jl
@@ -63,7 +63,7 @@ Base.@kwdef struct ColBERTConfig
     query_token::String = "[Q]"
     doc_token::String = "[D]"
 
-    # resource settings 
+    # resource settings
     checkpoint::String = "colbert-ir/colbertv2.0"
     collection::Union{String, Vector{String}} = ""
 
@@ -88,3 +88,31 @@ Base.@kwdef struct ColBERTConfig
     nprobe::Int = 2
     ncandidates::Int = 8192
 end
+
+function Base.show(io::IO, config::ColBERTConfig)
+    print(io, "ColBERTConfig:\n")
+    print(io, "  Model:\n")
+    print(io, "    checkpoint: $(config.checkpoint)\n")
+    print(io, "    dim: $(config.dim)\n")
+    print(io, "  Documents:\n")
+    print(io,
+        "    collection: $(config.collection isa String ? config.collection : "$(length(config.collection)) documents")\n")
+    print(io, "    max length: $(config.doc_maxlen)\n")
+    print(io, "    mask punctuation: $(config.mask_punctuation)\n")
+    print(io, "  Queries:\n")
+    print(io, "    max length: $(config.query_maxlen)\n")
+    print(io, "    attend to mask: $(config.attend_to_mask_tokens)\n")
+    print(io, "  Indexing:\n")
+    print(io, "    path: $(config.index_path)\n")
+    print(io, "    batch size: $(config.index_bsize)\n")
+    print(io, "    chunk size: $(config.chunksize)\n")
+    print(io, "    compression bits: $(config.nbits)\n")
+    print(io, "    kmeans iterations: $(config.kmeans_niters)\n")
+    print(io, "  Search:\n")
+    print(io, "    nprobe: $(config.nprobe)\n")
+    print(io, "    ncandidates: $(config.ncandidates)\n")
+    print(io, "  Hardware:\n")
+    print(io, "    GPU: $(config.use_gpu)\n")
+    print(io, "    rank: $(config.rank)\n")
+    print(io, "    nranks: $(config.nranks)\n")
+end
diff --git a/src/searching.jl b/src/searching.jl
index e617931..ec5368a 100644
--- a/src/searching.jl
+++ b/src/searching.jl
@@ -126,3 +126,15 @@ function search(searcher::Searcher, query::String, k::Int)
     pids, scores = pids[indices], scores[indices]
     pids[1:k], scores[1:k]
 end
+
+function Base.show(io::IO, searcher::Searcher)
+    print(io, "ColBERT Searcher:\n")
+    print(io, "  Model: $(searcher.config.checkpoint)\n")
+    print(io, "  Dimension: $(searcher.config.dim)\n")
+    print(io, "  Index path: $(searcher.config.index_path)\n")
+    print(io, "  nprobe: $(searcher.config.nprobe)\n")
+    print(io, "  ncandidates: $(searcher.config.ncandidates)\n")
+    print(io, "  Embeddings:\n")
+    print(io, "    Total: $(sum(searcher.doclens))\n")
+    print(io, "    Centroids: $(size(searcher.centroids,2))\n")
+end